The Community for Technology Leaders
Green Image
TABLE OF CONTENTS
ISSN: 0162-8828

Contextualized Trajectory Parsing with Spatio-Temporal Graph (Abstract)

Xiaobai Liu , Huazhong University of Science Technology, China and University of California at Los Angeles, Los Angeles
Liang Lin , Sun Yat-sen University, Guangzhou
Hai Jin , Huazhong University of Science Technology, China

Distinct Multi-Colored Region Descriptors for Object Recognition (Abstract)

Naik S. Kumar , C. A. Murthy is in the Machine Intelligence Unit of Indian Statistical Institute, 203 B. T. Road, Kolkata - 700108, India. E-mail: murthy@isical.ac.in
C.A. Murthy , C. A. Murthy is in the Machine Intelligence Unit of Indian Statistical Institute, 203 B. T. Road, Kolkata - 700108, India. E-mail: murthy@isical.ac.in

Two-Stream Transformer Networks for Video-based Face Alignment (Abstract)

Hao Liu , Department of Automation, Tsinghua University, 12442 Beijing, Beijing China (e-mail: h-liu14@mails.tsinghua.edu.cn)
Jiwen Lu , Department of Automation, Tsinghua University, Beijing, Beijing China (e-mail: lujiwen@tsinghua.edu.cn)
Jianjiang Feng , Department of Automation, Tshinghua University, Beijing, Beijing China (e-mail: jfeng@tsinghua.edu.cn)
Jie Zhou , Department of Automation, Tsinghua University, Beijing, Beijing China 100084 (e-mail: jzhou@tsinghua.edu.cn)

Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach (Abstract)

Hu Han , Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: hhan@cse.msu.edu)
Anil K. Jain , Computer Science & Engineering, Michigan State University, East Lansing, Michigan United States 48824-1226 (e-mail: jain@cse.msu.edu)
Shiguang Shan , Institute of Computing Technology, Chinese Academy of Science, Haidian, Beijing China (e-mail: sgshan@ict.ac.cn)
Xilin Chen , Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: xlchen@ict.ac.cn)

Photorealistic Monocular Gaze Redirection Using Machine Learning (Abstract)

Daniil Kononenko , IT, Skolkovo Institute of Science and Technology, 366033 Moscow, Moscow Russian Federation 143025 (e-mail: daniil.kononenko@skoltech.ru)
Yaroslav Ganin , IT, Montreal Institute for Learning Algorithms, Montreal, Quebec Canada (e-mail: yaroslav.ganin@gmail.com)
Diana Sungatullina , IT, Skolkovo Institute of Science and Technology, 366033 Moscow, Moscow Russian Federation (e-mail: d.sungatullina@skoltech.ru)
Victor Lempitsky , IT, Skolkovo Institute of Science and Technology, 366033 Moscow, Moscow Russian Federation (e-mail: LEMPITSKY@SKOLTECH.RU)

PD<sup>2</sup>T: Person-specific Detection, Deformable Tracking (Abstract)

Grigoris Chrysos , Computing, Imperial College London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: g.chrysos@imperial.ac.uk)
S. P. Zafeiriou , Computing, Imperial College London, London, London United Kingdom of Great Britain and Northern Ireland SW7 2AZ (e-mail: s.zafeiriou@imperial.ac.uk)

Learning Building Extraction in Aerial Scenes with Convolutional Networks (Abstract)

Jiangye Yuan , Geographic Information Science and Technology Group, Oak Ridge National Laboratory, Oak Ridge, Tennessee United States (e-mail: yuanj@ornl.gov)

Max-Margin Deep Generative Models for (Semi-)Supervised Learning (Abstract)

Chongxuan Li , Computer Science and Technology, Tsinghua University, 12442 Beijing, Beijing China 100084 (e-mail: chongxuanli1991@gmail.com)
Jun Zhu , Machine Learning Department, Carnegie Mellon University, Pittsburgh, Pennsylvania United States (e-mail: dcszj@mail.tsinghua.edu.cn)
Bo Zhang , Department of Computer Science and Technology, Tsinghua University, Beijing, Beijing China (e-mail: dcszb@mail.tsinghua.edu.cn)

Continuous 3D Label Stereo Matching using Local Expansion Moves (Abstract)

Tatsunori Taniai , IIS, The University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo Japan (e-mail: taniai@iis.u-tokyo.ac.jp)
Yasuyuki Matsushita , Dept. Inform. Sci. and Tech., Osaka University, Osaka, Osaka Japan (e-mail: yasumat@ist.osaka-u.ac.jp)
Yoichi Sato , IIS, The University of Tokyo, Tokyo, Tokyo Japan 153-8505 (e-mail: ysato@iis.u-tokyo.ac.jp)
Takeshi Naemura , Dept. Inform. & Commun. Eng., The Univ. of Tokyo, TOKYO, TOKYO Japan (e-mail: naemura@hc.ic.i.u-tokyo.ac.jp)

Hand-Object Contact Force Estimation From Markerless Visual Tracking (PDF)

Tu-Hoa Pham , Robotics, CNRS-AIST Joint Robotics Laboratory, UMI3218/RL, Tsukuba, Ibaraki Japan (e-mail: pham.main@gmail.com)
Nikolaos Kyriazis , Institute of Computer Science, FORTH, Heraklion, Crete Greece (e-mail: kyriazis@ics.forth.gr)
Antonis A. Argyros , Institute of Computer Science, FORTH, Heraklion, Crete Greece 70013 (e-mail: argyros@ics.forth.gr)
Abderrahmane Kheddar , AIST-CNRS JRL, AIST Intelligent Research Systems Institute, Tsukuba, Ibaraki Japan 305-8568 (e-mail: kheddar@gmail.com)

Person Re-identification by Cross-View Multi-Level Dictionary Learning (Abstract)

Sheng Li , Adobe Research, Adobe Systems Inc, 58584 San Jose, California United States (e-mail: lisheng1989@gmail.com)
Ming Shao , Department of Computer and Information Science, University of Massachusetts Dartmouth College of Engineering, 307280 North Dartmouth, Massachusetts United States (e-mail: shaoming533@gmail.com)
Yun Fu , ECE, Northeastern University, Boston, Massachusetts United States (e-mail: yunfu@ece.neu.edu)

Graph Matching with Adaptive and Branching Path Following (Abstract)

Tao Wang , School of Computer & Information Technology, Beijing Jiaotong University, Beijing, Beijing China (e-mail: twang@bjtu.edu.cn)
Haibin Ling , Computer and Information Sciences Department, Temple University, Philadelphia, Pennsylvania United States (e-mail: hbling@temple.edu)
Congyan Lang , Computer and Information Technology, Beijing Jiaotong University, 47829 Beijing, Beijing China (e-mail: cylang@bjtu.edu.cn)
Songhe Feng , School of Computer and Information Technology, Beijing Jiaotong University, Beijing, Beijing China (e-mail: shfeng@bjtu.edu.cn)

One-Pass Learning with Incremental and Decremental Features (Abstract)

Chenping Hou , College of Science, National University of Defense Technology, Changsha, Hunan China (e-mail: hcpnudt@hotmail.com)
Zhi-Hua Zhou , National Key Lab for Novel Software Technology, Nanjing University, Nanjing, Jiangsu China (e-mail: zhouzh@lamda.nju.edu.cn)

Action Recognition with Dynamic Image Networks (Abstract)

Hakan Bilen , School of Informatics, University of Edinburgh, Edinburgh, Edinburgh United Kingdom of Great Britain and Northern Ireland (e-mail: hbilen@robots.ox.ac.uk)
Basura Fernando , Research School Of Engineering, The Australian National University, Canberra, Australian Capital Territory Australia 2601 (e-mail: basura.fernando@anu.edu.au)
Efstratios Gavves , University of Amsterdam, Amsterdam, Amsterdam Netherlands (e-mail: egavves@uva.nl)
Andrea Vedaldi , Engineering Science, Oxford University, Oxford, Oxfordshire United Kingdom of Great Britain and Northern Ireland OX13PJ (e-mail: vedaldi@robots.ox.ac.uk)

Tetrahedron Based Fast 3D Fingerprint Identification Using Colored LEDs Illumination (Abstract)

Chenhao Lin , Department of Computing, The Hong Kong Polytechnic University, Hong Kong, HK Hong Kong (e-mail: csclin@comp.polyu.edu.hk)
Ajay Kumar , Department of Computing, The Hong Kong Polytechnic University, Kowloon, Hong Kong, HK Hong Kong HK (e-mail: Ajay.Kumar@polyu.edu.hk)

Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates (Abstract)

Jun Liu , School of Electrical and Electronic Engineering, Nanyang Technological University, 54761 Singapore, Singapore Singapore (e-mail: jliu029@ntu.edu.sg)
Amir Shahroudy , School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore Singapore 637553 (e-mail: amir3@ntu.edu.sg)
Dong Xu , School of Electrical and Information Engineering, The University of Sydney, Sydney, New South Wales Australia 2006 (e-mail: dong.xu@sydney.edu.au)
Alex Kot Chichung , School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore Singapore (e-mail: eackot@ntu.edu.sg)
Gang Wang , School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore Singapore (e-mail: wanggang@ntu.edu.sg)

Visual and Semantic Knowledge Transfer for Large Scale Semi-supervised Object Detection (Abstract)

Yuxing Tang , Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, National Institutes of Health Clinical Center, 24481 Bethesda, Maryland United States (e-mail: tangyuxing87@gmail.com)
Josiah Wang , Department of Computer Science, The University of Sheffield, Sheffield, n/a United Kingdom of Great Britain and Northern Ireland (e-mail: j.k.wang@sheffield.ac.uk)
Xiaofang Wang , Department of Mathematics and Computer Science, Ecole Centrale de Lyon, Ecully, Rhone France (e-mail: xiaofang.wang@ec-lyon.fr)
Boyang Gao , Department of Advanced Robotics, Istituto Italiano di Tecnologia, Genova, n/a Italy (e-mail: boyang.gao@iit.it)
Emmanuel Dellandrea , LIRIS, Ecole Centrale de Lyon, LIRIS laboratory, Ecully, none France (e-mail: emmanuel.dellandrea@ec-lyon.fr)
Robert Gaizauskas , Computer Science, University of Sheffield, Sheffield, UK United Kingdom of Great Britain and Northern Ireland (e-mail: R.Gaizauskas@sheffield.ac.uk)
Liming Chen , LIRIS laboratory, Ecole Centrale de Lyon, Ecully, Rhone France (e-mail: liming.chen@ec-lyon.fr)

Ego-Surfing First-Person Videos (Abstract)

Ryo Yonetani , Institute of Industrial Science, The University of Tokyo, 4-6-1 Komaba Meguro-ku, Tokyo Japan (e-mail: yonetani@iis.u-tokyo.ac.jp)
Kris Kitani , Robotics Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania United States (e-mail: kkitani@cs.cmu.edu)
Yoichi Sato , Institute of Industrial Science, The University of Tokyo, 4-6-1 Komaba Meguro-ku, Tokyo Japan (e-mail: ysato@iis.u-tokyo.ac.jp)

Learning Consensus Representation for Weak Style Classification (Abstract)

Shuhui Jiang , Electrical and computer engineering, Northeastern University, boston, Massachusetts United States 02115 (e-mail: shjiang@coe.neu.edu)
Ming Shao , Department of Computer and Information Science, Dartmouth, Massachusetts United States (e-mail: mshao@umassd.edu)
Chengcheng Jia , Department of Electrical and Computer Engineering, Boston, Massachusetts United States (e-mail: cjia@ece.neu.edu)
Yun Fu , ECE, Northeastern University, Boston, Massachusetts United States (e-mail: yunfu@ece.neu.edu)

Linear Maximum Margin Classifier for Learning from Uncertain Data (Abstract)

Christos Tzelepis , School of Electronic Engineering and Computer Science, Queen Mary University of London, 4617 London, United Kingdom United Kingdom of Great Britain and Northern Ireland E1 4NS (e-mail: c.tzelepis@qmul.ac.uk)
Vasileios Mezaris , Informatics and Telematics Institute, Centre for Research and Technology Hellas, Thermi, Thessaloniki Greece 57001 (e-mail: bmezaris@iti.gr)
Ioannis Patras , EECS, Queen Mary University of London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: i.patras@qmul.ac.uk)

A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image (Abstract)

Ruiqi Zhao , Electrical and Computer Engineering, The Ohio State University, Columbus, Ohio United States (e-mail: zhao.823@osu.edu)
Yan Wang , Electrical & Computer Eng, Ohio State University, Columbus, Ohio United States (e-mail: wang.9021@osu.edu)
A. M. Martinez , Electrical & Computer Eng, Ohio State University, Columbus, Ohio United States 43210 (e-mail: aleix@ece.osu.edu)

Learning without Forgetting (Abstract)

Zhizhong Li , Computer Science, University of Illinois, Urbana Champaign, Urbana, Illinois United States 61801 (e-mail: lizhitwo@gmail.com)
Derek Hoiem , Computer Science, UIUC, Urbana, Illinois United States 61801 (e-mail: dhoiem@illinois.edu)

Guaranteed Outlier Removal for Point Cloud Registration with Correspondences (Abstract)

Alvaro Parra Bustos , School of Computer Science, The University of Adelaide, Adelaide, South Australia Australia 5005 (e-mail: aparra@cs.adelaide.edu.au)
Tat-Jun Chin , School of Computer Science, The University of Adelaide, Adelaide, South Australia Australia (e-mail: tat-jun.chin@adelaide.edu.au)

Copula Based Classifier Fusion Under Statistical Dependence (Abstract)

Onur Ozdemir , Machine Intelligence, Charles Stark Draper Laboratory Inc, 61864 Cambridge, Massachusetts United States (e-mail: oozdemir@syr.edu)
Thomas Allen , Sensor Fusion, Systems and Technology Research, Woburn, Massachusetts United States (e-mail: allen@alum.mit.edu)
Sora Choi , Tracking, Delphi Electronics and Safety, 106992 Kokomo, Indiana United States (e-mail: schoi101@syr.edu)
Thakshila Wimalajeewa , EECS, Syracuse University, Syracuse, New York United States (e-mail: twwewelw@syr.edu)
Pramod Varshney , Electrical Engineering & Computer Science, Syracuse University, Syracuse, New York United States (e-mail: varshney@syr.edu)

Proposal-free Network for Instance-level Semantic Object Segmentation (Abstract)

Xiaodan Liang , School of Data and Computer Science, Sun Yat-sen University, Guangzhou, Guangdong China (e-mail: xdliang328@gmail.com)
Liang Lin , School of Information Science and Technology, Sun Yat-sen University, Guangzhou, Guangdong China (e-mail: linliang@ieee.org)
Yunchao Wei , Institute of Information Science, Beijing Jiaotong University, Beijing, Beijing China 100044 (e-mail: wychao1987@gmail.com)
Xiaohui Shen , Advanced Technology Laboratory, Adobe Systems Inc., San Jose, California United States (e-mail: xshen@adobe.com)
Jianchao Yang , Advanced Technology Laboratory, Adobe Systems Inc., San Jose, California United States (e-mail: jiayang@adobe.com)
Shuicheng Yan , ece, NUS, sg, SG Singapore (e-mail: eleyans@nus.edu.sg)

Safe Feature Screening for Generalized LASSO (Abstract)

Shaogang Ren , Department of Electrical & Computer Engineering, Texas A and M University System, 2655 College Station, Texas United States (e-mail: shaogangren@email.tamu.edu)
Shuai Huang , Industrial&Systems Engineering, University of Washington, 7284 Seattle, Washington United States (e-mail: shuaih@uw.edu)
Jieping Ye , Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, Ann Arbor, Michigan United States (e-mail: jpye@umich.edu)
Xiaoning Qian , Department of Electrical & Computer Engineering, Texas A and M University System, 2655 College Station, Texas United States (e-mail: xqian@tamu.edu)

Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video (Abstract)

Zhiwu Huang , ETH Zurich, Computer Vision Lab, Zurich, Zurich Switzerland (e-mail: zhiwu.huang@vision.ee.ethz.ch)
Ruiping Wang , Key Lab. of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: ruiping.wang@vipl.ict.ac.cn)
shiguang shan , Institute of Computing Technology, Chinese Academy of Science, Haidian, Beijing China 100080 (e-mail: sgshan@ict.ac.cn)
Luc Van Gool , ETH Zurich, Computer Vision Lab, Zurich, Zurich Switzerland (e-mail: vangool@vision.ee.ethz.ch)
Xilin Chen , Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing China 100080 (e-mail: xlchen@ict.ac.cn)

Ensembles of Lasso Screening Rules (PDF)

Seunghak Lee , Data Science Group, Human Longevity, Inc., Mountain View, California United States (e-mail: leeseunghak@gmail.com)
Nico Gornitz , Department of Software Engineering and Theoretical Computer Science, Berlin Institute of Technology, Berlin, Berlin Germany (e-mail: NICO.GOERNITZ@TU-BERLIN.DE)
Eric P. Xing , Dept. of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania United States 15213 (e-mail: epxing@cs.cmu.edu)
David Heckerman , Genomics Group, Microsoft Research, Los Angeles, California United States (e-mail: heckerma@microsoft.com)
Christoph Lippert , Data Science Group, Human Longevity, Inc., Mountain View, California United States (e-mail: christoph.a.lippert@gmail.com)

Learning Kinematic Structure Correspondences Using Multi-Order Similarities (Abstract)

Hyung Jin Chang , Department of Electrical and Electronic Engineering, Imperial College London, London, London United Kingdom of Great Britain and Northern Ireland SW72AZ (e-mail: hj.chang@imperial.ac.uk)
Tobias Fischer , Electrical and Electronic Engineering, Imperial College London, 4615 London, London United Kingdom of Great Britain and Northern Ireland SW7 2AZ (e-mail: t.fischer@imperial.ac.uk)
Maxime Petit , Department of Electrical and Electronic Engineering, Imperial College London, 4615 London, London United Kingdom of Great Britain and Northern Ireland SW7 2AZ (e-mail: m.petit@imperial.ac.uk)
Martina Zambelli , Electrical and Electronic Engineering, Imperial College London, 4615 London, Greater London United Kingdom of Great Britain and Northern Ireland SW7 2AZ (e-mail: m.zambelli13@imperial.ac.uk)
Yiannis Demiris , Department of Electrical and Electronic Engineering, Imperial College London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: y.demiris@imperial.ac.uk)

Clickstream analysis for crowd-based object segmentation with confidence (Abstract)

Eric Heim , Computer Assisted Medical Interventions, German Cancer Research Center Heidelberg (DKFZ), Heidelberg, Baden-Wurttemberg Germany (e-mail: e.heim@DKFZ-Heidelberg.de)
Alexander Seitel , Computer Assisted Medical Interventions, Deutsches Krebsforschungszentrum, 28333 Heidelberg, Baden-Wurttemberg Germany (e-mail: a.seitel@DKFZ-Heidelberg.de)
Fabian Isensee , Junior Group Medical Image Computing, Deutsches Krebsforschungszentrum, 28333 Heidelberg, Baden-Wurttemberg Germany (e-mail: f.isensee@DKFZ-Heidelberg.de)
Jonas Andrulis , Research and Development, Pallas Ludens GmbH, Heidelberg, Baden-Wurttemberg Germany (e-mail: jonas.andrulis@pallas-ludens.awsapps.com)
Christian Stock , Medical Biometry and Informatics, UniversitatsKlinikum Heidelberg, 27178 Heidelberg, Baden-Wurttemberg Germany (e-mail: stock@imbi.uni-heidelberg.de)
Tobias Ross , Computer Assisted Medical Interventions, German Cancer Research Center Heidelberg (DKFZ), Heidelberg, Baden-Wurttemberg Germany (e-mail: t.ross@dkfz-heidelberg.de)
Lena Maier-Hein , Computer Assisted Medical Interventions, German Cancer Research Center, Heidelberg, Baden-Wurttemberg Germany (e-mail: l.maier-hein@dkfz-heidelberg.de)

MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation (Abstract)

Xucong Zhang , Computer Vision and Multimodal Computing, Max-Planck-Institut fur Informatik, 28323 Saarbrucken, Saarland Germany 66123 (e-mail: xczhang@mpi-inf.mpg.de)
Yusuke Sugano , Perceptual User Interfaces Group, Max Planck Institute for Informatics, Saarbrucken, Saarland Germany (e-mail: sugano@ist.osaka-u.ac.jp)
Mario Fritz , Scalable Learning and Perception Group, Max-Planck-Institut fur Informatik, 28323 Saarbrucken, Saarland Germany (e-mail: mfritz@mpi-inf.mpg.de)
Andreas Bulling , Perceptual User Interfaces Group, Max Planck Institute for Informatics, Saarbrucken, Saarland Germany (e-mail: bulling@mpi-inf.mpg.de)

Face Alignment In Full Pose Range: A 3D Total Solution (Abstract)

Xiangyu Zhu , National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China 100190 (e-mail: frank.xy.zhu@gmail.com)
xiaoming Liu , Computer Science and Engineering, Michigan State University, Okemos, Michigan United States 48864 (e-mail: liuxm@cse.msu.edu)
Zhen Lei , CBSR & NLPR, CASIA, Beijing, Beijing China 100080 (e-mail: zlei@nlpr.ia.ac.cn)
Stan Z. Li , Center for Biometrics and Security Research, National Lab of Pattern Recognition, Beijing, Beijing China 100190 (e-mail: Stan.ZQ.Li@gmail.com)

Truncated Cauchy Non-negative Matrix Factorization for Robust Subspace Learning (Abstract)

Naiyang Guan , College of Computer, National University of Defense Technology, 58294 Changsha, Hunan China (e-mail: ny_guan@nudt.edu.cn)
Tongliang Liu , Engineering and Information Technologies, University of Sydney, 4334 Sydney, New South Wales Australia (e-mail: tongliang.liu@sydney.edu.au)
Yangmuzi Zhang , University of Maryland Institute for Advanced Computer Studies (UMIACS), University of Maryland at College Park, 1068 College Park, Maryland United States (e-mail: yangmuzi.zhang@gmail.com)
Dacheng Tao , Engineering and Information Technologies, University of Sydney, 4334 Sydney, New South Wales Australia (e-mail: dacheng.tao@sydney.edu.au)
Larry Steven Davis , Computer Science Department, University of Maryland, College Park, Maryland United States 20742 (e-mail: lsd@umiacs.umd.edu)

Efficient Group-n Encoding and Decoding for Facial Age Estimation (Abstract)

Zichang Tan , National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: tanzichang2016@ia.ac.cn)
Jun Wan , National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China 100190 (e-mail: jun.wan@nlpr.ia.ac.cn)
Zhen Lei , CBSR & NLPR, CASIA, Beijing, Beijing China 100080 (e-mail: zlei@nlpr.ia.ac.cn)
Ruicong Zhi , School of Computer and Communication Engineering, University of Science and Technology Beijing, 12507 Beijing, Beijing China (e-mail: zhirc@ustb.edu.cn)
Guodong Guo , CSEE, West Virginia University, Morgantown, West Virginia United States 26506 (e-mail: Guodong.Guo@mail.wvu.edu)
Stan ZQ Li , CBSR & NLPR, CASIA, Beijing, Beijing China 100080 (e-mail: szli@nlpr.ia.ac.cn)

Color Homography: theory and applications (PDF)

Graham David Finlayson , Computing Sciences, University of East Anglia, Norwich, East Anglia United Kingdom of Great Britain and Northern Ireland (e-mail: g.finlayson@uea.ac.uk)
Han Gong , School of Computing Sciecnes, University of East Anglia, 6106 Norwich, Norfolk United Kingdom of Great Britain and Northern Ireland NR4 7TJ (e-mail: gong@fedoraproject.org)
Robert Fisher , School of Informatics, University of Edinburgh, Edinburgh, Scotland United Kingdom of Great Britain and Northern Ireland (e-mail: rbf@inf.ed.ac.uk)

Revisiting Superquadric Fitting: A numerically stable formulation (Abstract)

Narunas Vaskevicius , Computer Science and Electrical Engineering, Jacbos University Bremen, Bremen, Bremen Germany (e-mail: n.vaskevicius@jacobs-university.de)
Andreas Birk , Computer Science and Electrical Engineering, Jacobs University, Bremen, Bremen Germany (e-mail: a.birk@jacobs-university.de)

Atomic Representation-based Classification: Theory, Algorithm and Applications (Abstract)

Yulong Wang , School of Information Science and Engineering, Chengdu University, 74707 Chengdu, Sichuan China 610106 (e-mail: wangyulong6251@gmail.com)
Y.Y. Tang , Dept. of Computer and Information Science, University of Macau, Macau, Macau Macao (e-mail: yytang@umac.mo)
Luoqing Li , Faculty of Mathematics and Statistics, Hubei University, Wuhan, Hubei China (e-mail: humcli@gmail.com)
Hong Chen , Department of Computer Science and Engineering, University of Texas at Arlington, 12329 Arlington, Texas United States (e-mail: chenh@mail.hzau.edu.cn)
Jianjia Pan , Department of Computer and Information Science, University of Macau, Macao, Macao Macao (e-mail: jianjiapan@gmail.com)

Kernel clustering: density biases and solutions (Abstract)

Dmitrii Marin , Computer Science, Western University, 6221 London, Ontario Canada N6A 3K7 (e-mail: dmitrii.a.marin@gmail.com)
Meng Tang , Department of Computer Science, The University of Western Ontario, London, Ontario Canada (e-mail: mtang73@csd.uwo.ca)
Ismail Ben Ayed , Engineering, Universite du Quebec a Montreal, 14845 Montreal, Quebec Canada (e-mail: ismail.benayed@gmail.com)
Yuri Y. Boykov , Department of Computer Science, The University of Western Ontario, London, Ontario Canada N6A 5B7 (e-mail: yuri@csd.uwo.ca)

Directional 3D Wavelet Transform Based on Gaussian Mixtures for the Analysis of 3D Ultrasound Ovarian Volumes (Abstract)

Boris Cigale , Logicdata Electronics, Logicdata, družba za razvoj in storitve d.o.o., Maribor, Slovenia Slovenia (e-mail: boris@cigale.si)
Damjan Zazula , Faculty of EE and CS, University of Maribor, Maribor, Slovenia Slovenia 2000 (e-mail: uelzaz01n@gmail.com)

Dependence models for searching text in document images (Abstract)

Ismet Zeki Yalniz , Computer Science, University of Massachusetts, Amherst, Amherst, Massachusetts United States 01003 (e-mail: i.zeki.yalniz@gmail.com)
R. Manmatha , Dept. of Computer Science, Univ. of Massachusetts, Amherst, Amherst, Massachusetts United States 1003 (e-mail: manmatha@cs.umass.edu)

HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition (Abstract)

Rajeev Ranjan , Electrical and Computer Engineering, University of Maryland at College Park, 1068 College Park, Maryland United States 20742-5031 (e-mail: rranjan1@umd.edu)
Vishal M. Patel , Electrical and Computer Engineering, University Of Maryland, College Park, Maryland United States (e-mail: pvishalm@gmail.com)
Rama Chellappa , Electrical and Computer Engineering, University of Maryland, College Park, Maryland United States (e-mail: rama@umiacs.umd.edu)

Panoptic Studio: A Massively Multiview System for Social Interaction Capture (Abstract)

Hanbyul Joo , The Robotics Institute, Carnegie Mellon University, 6612 Pittsburgh, Pennsylvania United States 15213-3815 (e-mail: hanbyulj@cs.cmu.edu)
Tomas Simon , Robotics Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania United States 15232 (e-mail: tsimon@cs.cmu.edu)
Xulong Li , Automation School, Beijing University of Posts and Telecommunications, 12472 Beijing, Beijing China 100088 (e-mail: lixulong@bupt.edu.cn)
Hao Liu , Computer Science, Ocean University of China, 12591 Qingdao, Shandong China 266100 (e-mail: liu.hao@ouc.edu.cn)
Lei Tan , Computer Science and Technology, Hunan University, 12569 Changsha, Hunan China (e-mail: leit@hnu.edu.cn)
Lin Gui , Computer Science and Technology, Ocean University of China, 12591 Qingdao, Shandong China (e-mail: lgui@qnlm.ac)
Sean Banerjee , Department of Electical and Computer Engineering, Clarkson University, Potsdam, New York United States 13699 (e-mail: sbanerje@clarkson.edu)
Timothy Scott Godisart , Oculus Research Pittsburgh, Oculus Research Pittsburgh, Pittsburgh, Pennsylvania United States (e-mail: timothy.godisart@oculus.com)
Bart Nabbe , The Robotics Institute, Carnegie Mellon University, 6612 Pittsburgh, Pennsylvania United States (e-mail: bana@cs.cmu.edu)
Iain Matthews , Computer Science, Disney Research Pittsburgh, Pittsburgh, Pennsylvania United States (e-mail: iainm@disneyresearch.com)
Takeo Kanade , The Robotics Institute, Carnegie Mellon University, 6612 Pittsburgh, Pennsylvania United States (e-mail: tk@cs.cmu.edu)
Shohei Nobuhara , Graduate School of Informatics, Kyoto University, Kyoto, Kyoto Japan 6068501 (e-mail: nob@i.kyoto-u.ac.jp)
Yaser A. Sheikh , Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania United States 15232 (e-mail: yaser@cs.cmu.edu)

Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans (Abstract)

Florin Cristian Ghesu , Medical Imaging Technologies, Siemens Medical Solutions USA, Inc., Princeton, New Jersey United States (e-mail: ghesu.florin.ext@siemens.com)
Bogdan Georgescu , Medical Imaging Technologies, Siemens Medical Solutions USA, Inc., Princeton, New Jersey United States (e-mail: bogdan.georgescu@siemens.com)
Yefeng Zheng , Medical Imaging Technologies, Siemens Medical Solutions USA, Inc., Princeton, New Jersey United States (e-mail: yefeng.zheng@siemens.com)
Sasa Grbic , Medical Imaging Technologies, Siemens Medical Solutions USA, Inc., Princeton, New Jersey United States (e-mail: sasa.grbic@siemens.com)
Andreas Maier , Pattern Recognition Lab (CS 5), Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Bavaria Germany (e-mail: andreas.maier@fau.de)
Joachim Hornegger , Pattern Recognition Lab (CS 5), Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Bavaria Germany (e-mail: joachim.hornegger@fau.de)
Dorin Comaniciu , Medical Imaging Technologies, Siemens Medical Solutions USA, Inc., Princeton, New Jersey United States (e-mail: dorin.comaniciu@siemens.com)

Tracking Gaze and Visual Focus of Attention of People Involved in Social Interaction (Abstract)

Benoit Masse , INRIA Grenoble Rhone-Alpes, Inria Centre de Recherche Grenoble Rhone-Alpes, 56521 Montbonnot, Rhône-Alpes France (e-mail: benoit.masse@inria.fr)
Sileye Ba , INRIA Grenoble Rhône-Alpes, Inria Centre de Recherche Grenoble Rhone-Alpes, 56521 Montbonnot Saint-Martin, Rhône-Alpes France (e-mail: sileye.ba@inria.fr)
Radu Horaud , INRIA Rhone-Alpes, INRIA, Montbonnot Saint-Martin, Rhone-Alpes France 38330 (e-mail: radu.horaud@inria.fr)

From Images to 3D Shape Attributes (Abstract)

David Fouhey , EECS, UC Berkeley, Berkeley, California United States 94720 (e-mail: dfouhey@eecs.berkeley.edu)
Abhinav Gupta , Department of Computer Science, University of Maryland, College Park, Maryland United States 20742 (e-mail: abhinavg@cs.cmu.edu)
Andrew Zisserman , Engineering Science, University of Oxford, Oxford, Oxford United Kingdom of Great Britain and Northern Ireland (e-mail: az@robots.ox.ac.uk)

Disentangling the Modes of Variation in Unlabelled Data (Abstract)

Mengjiao Wang , Computing, Imperial College London, 4615 London, London United Kingdom of Great Britain and Northern Ireland SW7 2AZ (e-mail: m.wang15@imperial.ac.uk)
Yannis Panagakis , Computing, Imperial College London, London, Greater London United Kingdom of Great Britain and Northern Ireland (e-mail: i.panagakis@imperial.ac.uk)
Patrick Snape , Computing, Imperial College London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: patrick.snape08@imperial.ac.uk)
Stefanos P. Zafeiriou , Computing, Imperial College London, London, London United Kingdom of Great Britain and Northern Ireland SW7 2AZ (e-mail: s.zafeiriou@imperial.ac.uk)

$l_{0}$TV: A Sparse Optimization Method for Impulse Noise Image Restoration (Abstract)

Ganzhao Yuan , School of Data and Computer Science, Sun Yat-sen University (SYSU), Guangzhou, Guangdong China (e-mail: yuanganzhao@gmail.com)
Bernard Ghanem , Electrical Engineering and Computer Science, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia Saudi Arabia (e-mail: bernard.ghanem@kaust.edu.sa)

Recovering Joint and Individual Components in Facial Data (Abstract)

Christos Sagonas , Computing, Imperial College London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: ch.sagonas@gmail.com)
Evangelos Ververas , Computing, Imperial College London, 4615 London, London United Kingdom of Great Britain and Northern Ireland SW7 2AZ (e-mail: e.ververas16@imperial.ac.uk)
Yannis Panagakis , Computing, Imperial College London, London, Greater London United Kingdom of Great Britain and Northern Ireland (e-mail: i.panagakis@imperial.ac.uk)
Stefanos P. Zafeiriou , Computing, Imperial College London, London, London United Kingdom of Great Britain and Northern Ireland SW7 2AZ (e-mail: s.zafeiriou@imperial.ac.uk)

Head and Body Orientation Estimation Using Convolutional Random Projection Forests (Abstract)

Donghoon Lee , Electrical and Computer Engineering, Seoul National University, 26725 Gwanak-gu, Seoul Korea (the Republic of) (e-mail: donghoon.lee@cpslab.snu.ac.kr)
Ming-Hsuan Yang , EECS, University of California at Merced, Merced, California United States 95344 (e-mail: mhyang@ucmerced.edu)
Songhwai Oh , Electrical and Computer Engineering, Seoul National University, Gwanak-gu, Seoul Korea (the Republic of) (e-mail: songhwai.oh@gmail.com)

The Atlas Structure of Images (Abstract)

Lewis D. Griffin , Computer Science, University College London, UK, London, England United Kingdom of Great Britain and Northern Ireland WC1E 6BT (e-mail: l.griffin@cs.ucl.ac.uk)

CROification: Accurate Kernel Classification with the Efficiency of Sparse Linear SVM (Abstract)

Mehran Kafai , Visual Search, Amazon A9, Palo Alto, California United States (e-mail: mkafai@gmail.com)
Kave Eshghi , Box Inc., Redwood City, California United States (e-mail: kave.eshghi@gmail.com)

Probabilistic Dimensionality Reduction via Structure Learning (Abstract)

Li Wang , Department of Mathematics, University of Texas at Arlington, 12329 Arlington, Texas United States (e-mail: li.wang@uta.edu)
Qi Mao , Here Company, Here Company, Chicago, Illinois United States (e-mail: qimao.here@gmail.com)

Facial Landmark Detection with Tweaked Convolutional Neural Networks (Abstract)

Yue Wu , Information Sciences Institute, University of Southern California, 5116 Marina Del Rey, California United States (e-mail: yue_wu@isi.edu)
Tal Hassner , Information Sciences Institute, University of Southern California, 5116 Marina Del Rey, California United States (e-mail: talhassner@gmail.com)
Kanggeon Kim , Computer Science, University of Southern California, 5116 Los Angeles, California United States (e-mail: kanggeok@usc.edu)
Gerard Medioni , CS, University of Southern California, Los Angeles, California United States 90089-0273 (e-mail: medioni@usc.edu)
Prem Natarajan , Information Sciences Institute, University of Southern California, 5116 Marina Del Rey, California United States (e-mail: pnataraj@isi.edu)

Disambiguating Visual Verbs (Abstract)

Spandana Gella , ILCC, School of Informatics, University of Edinbugh, Edinburgh, Scotland United Kingdom of Great Britain and Northern Ireland (e-mail: spandanagella@gmail.com)
Frank Keller , ILCC, School of Informatics, Edinburgh, Scotland United Kingdom of Great Britain and Northern Ireland (e-mail: keller@inf.ed.ac.uk)
Mirella Lapata , School of Informatics, University of Edinburgh, Edinburgh, Scotland United Kingdom of Great Britain and Northern Ireland (e-mail: mlap@inf.ed.ac.uk)

Multivariate Regression with Gross Errors on Manifold-valued Data (PDF)

Xiaowei Zhang , BII, A*STAR, Singapore, Singapore Singapore (e-mail: zhangxw@bii.a-star.edu.sg)
Xudong Shi , School of Computing, National University of Singapore, Singapore, Singapore Singapore (e-mail: shixudongleo@gmail.com)
Yu Sun , Singapore Institute for Neurotechnology, singapore, singapore Singapore (e-mail: lsisu@nus.edu.sg)
Li Cheng , tti-c, Toyota Technological Institute at Chicago, Chicago, Illinois United States 60637 (e-mail: chengli@ieee.org)

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization (Abstract)

Fumin Shen , School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan China 611731 (e-mail: fumin.shen@gmail.com)
Yan Xu , school of Computer Science and Engineering, University of Electronic Science and Technology of China, 12599 Chengdu, Sichuan China (e-mail: xuyan5533@gmail.com)
Li Liu , School of Computing Sciences, University of East Anglia, 6106 Norwich, Norwich United Kingdom of Great Britain and Northern Ireland (e-mail: liuli1213@gmail.com)
Yang Yang , school of Computer Science and Engineering, University of Electronic Science and Technology of China, 12599 Chengdu, Sichuan China (e-mail: dlyyang@gmail.com)
Zi Huang , School of Information Technology and Electrical Engineering, The University of Queensland, Brisbane, Queensland Australia (e-mail: huang@itee.uq.edu.au)
Heng Tao Shen , School of Computer Science and Engineering, University of Electronic Science and Technology of China, 12599 Chengdu, Sichuhan China 610054 (e-mail: shenhengtao@hotmail.com)

Information Dropout: Learning Optimal Representations Through Noisy Computation (PDF)

Alessandro Achille , Computer Science, University of California Los Angeles, 8783 Los Angeles, California United States 90095 (e-mail: achille@cs.ucla.edu)
Stefano Soatto , Computer Science, University of California, Los Angeles, Los Angeles, California United States 90095 (e-mail: soatto@cs.ucla.edu)

EAC-Net: Deep Nets with Enhancing and Cropping for Facial Action Unit Detection (Abstract)

Wei Li , Electrical Engineering, City College of New York, 14770 New York, New York United States 10031-9101 (e-mail: buaawelldon@gmail.com)
Farnaz Abtahi , Computer Science, City University of New York Graduate School and University Center, 14772 New York, New York United States (e-mail: fabtahi@gradcenter.cuny.edu)
Zhigang Zhu , Computer Science, City University of New York Graduate School and University Center, 14772 New York, New York United States (e-mail: zhu@cs.ccny.cuny.edu)
Lijun Yin , Department of Computer Science, State University of New York at Binghamton, Binghamton, New York United States (e-mail: lijun@cs.binghamton.edu)

Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild (Abstract)

Iacopo Masi , Computer Science, University of Southern California, 5116 Los Angeles, California United States 90089-0001 (e-mail: iacopoma@usc.edu)
Feng-Ju Chang , Computer Science, University of Southern California, 5116 Los Angeles, California United States (e-mail: fengjuch@usc.edu)
Jongmoo Choi , Computer Science, University of Southern California, 5116 Los Angeles, California United States (e-mail: jongmooc@usc.edu)
Shai Harel , Mathematics and Computer Science, Open University of Israel, 42715 Raanana, Israel Israel (e-mail: shaih82@gmail.com)
Jungyeon Kim , Computer Science, University of Southern California, 5116 Los Angeles, California United States (e-mail: jungyeon@usc.edu)
KangGeon Kim , Computer Science, University of Southern California, 5116 Los Angeles, California United States (e-mail: kanggeon.kim@usc.edu)
Jatuporn Leksut , Computer Science, University of Southern California, 5116 Los Angeles, California United States (e-mail: leksut@usc.edu)
Stephen Rawls , Information Sciences Institute, University of Southern California, 5116 Marina Del Rey, California United States (e-mail: srawls@isi.edu)
Yue Wu , Information Sciences Institute, University of Southern California, 5116 Marina Del Rey, California United States (e-mail: yue_wu@isi.edu)
Tal Hassner , Mathematics and Computer Science, Open University of Israel, 42715 Raanana, Israel Israel (e-mail: hassner@openu.ac.il)
Wael AbdAlmageed , Information Sciences Institute, University of Southern California, 5116 Marina Del Rey, California United States (e-mail: wamageed@isi.edu)
Gerard Medioni , CS, University of Southern California, Los Angeles, California United States 90089-0273 (e-mail: medioni@usc.edu)
Louis-Philippe Morency , Language Technology Institute, CMU, Pittsburgh, Pennsylvania United States 15213 (e-mail: morency@cs.cmu.edu)
Prem Natarajan , Information Sciences Institute, University of Southern California, 5116 Marina Del Rey, California United States (e-mail: pnataraj@isi.edu)
Ramkant Nevatia , Computer Science, University of Southern California, Los Angeles, California United States (e-mail: nevatia@usc.edu)

Exploiting Negative Evidence for Deep Latent Structured Models (Abstract)

Thibaut Durand , Computer Science, Sorbonne Universites, UPMC Univ Paris 06, UMR 7606, LIP6, Paris, Paris France (e-mail: thibaut.durand@lip6.fr)
Nicolas Thome , CEDRIC, Conservatoire National des Arts et Metiers, Paris, Ile de France France (e-mail: nicolas.thome@lip6.fr)
matthieu cord , LIP6, UPMC-Sorbonne Universites, Paris, iles de france France (e-mail: matthieu.cord@lip6.fr)

Subspace Clustering by Block Diagonal Representation (Abstract)

Canyi Lu , ECE, National University of Singapore, 37580 Singapore, Singapore Singapore 119260 (e-mail: canyilu@gmail.com)
Jiashi Feng , ECE, National University of Singapore, 37580 Singapore, Singapore Singapore (e-mail: elefjia@nus.edu.sg)
Zhouchen Lin , Key Lab. of Machine Perception (MOE), Peking University, Beijing, Beijing China 100080 (e-mail: zlin@pku.edu.cn)
Tao Mei , Internet Media Group, Microsoft Research Asia, Beijing, Beijing China 100190 (e-mail: tmei@live.com)
Shuicheng Yan , ece, NUS, sg, SG Singapore 117576 (e-mail: eleyans@nus.edu.sg)

Dynamic Structure Embedded Online Multiple-Output Regression for Streaming Data (Abstract)

Changsheng Li , School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan China (e-mail: changsheng_li_507@hotmail.com)
Fan Wei , Department of Mathematics, Standford University, Stanford, California United States (e-mail: fanwei@math.stanford.edu)
Weishan Dong , Baidu Search, Beijing, Beijing China (e-mail: dongweis@cn.ibm.com)
Xiangfeng Wang , Software Engineering Institute, East China Normal University, Shanghai, Shanghai China (e-mail: xfwang@sei.ecnu.edu.cn)
Qingshan Liu , College of Information and Control, Nanjing University of Information Science and Technology, Nanjing, Jiangsu China (e-mail: qsliu@nuist.edu.cn)
Xin Zhang , IBM Research-China, IBM Research-China, Beijing, Beijing China (e-mail: zxin@cn.ibm.com)

Semi-Supervised Discriminative Classification Robust to Sample-Outliers and Feature-Noises (Abstract)

Ehsan Adeli , Biomedical Imaging Research Center, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina United States 27599 (e-mail: eadeli@stanford.edu)
Kim-Han Thung , Biomedical Imaging Research Center, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina United States (e-mail: khthung@email.unc.edu)
Le An , Biomedical Imaging Research Center, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina United States (e-mail: le_an@med.unc.edu)
Guorong Wu , Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina United States (e-mail: grwu@med.unc.edu)
Feng Shi , BRIC, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina United States (e-mail: fengshi@med.unc.edu)
Tao Wang , BRIC, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina United States (e-mail: wtshhwy@163.com)
Dinggang Shen , Department of Radiology, UNC Chapel Hill, Chapel Hill, North Carolina United States (e-mail: dgshen@med.unc.edu)

Depth from a Light Field Image with Learning-based Matching Costs (Abstract)

Hae-Gon Jeon , Electrical Engineering, KAIST, Yuseong-gu, Daejeon Korea (the Republic of) 305701 (e-mail: earboll@kaist.ac.kr)
Jaesik Park , Intel visual computing lab, Intel Labs, Santa Clara, California United States (e-mail: jaesik.park@intel.com)
Gyeongmin Choe , Electrical Engineering, Korea Advanced Institute of Science and Technology, 34968 Daejeon, Daejeon Korea (the Republic of) (e-mail: gmchoe@rcv.kaist.ac.kr)
Jinsun Park , Electrical Engineering, KAIST, Yuseong-gu, Daejeon Korea (the Republic of) (e-mail: jspark88@rcv.kaist.ac.kr)
Yunsu Bok , Broadcasting & Media Research Laboratory, Electronics and Telecommunications Research Institute, 65678 Daejeon, Daejeon Korea (the Republic of) (e-mail: ysbok@etri.re.kr)
Yu Wing Tai , SNG, Tencent, Hong Kong, Hong Kong Hong Kong (e-mail: yuwing@gmail.com)
In So Kweon , The School of Electrical Engineering, KAIST, Daejeon, Daejeon Korea (the Republic of) (e-mail: iskweon77@kaist.ac.kr)

Metric Learning for Multi-output Tasks (Abstract)

Weiwei Liu , School of Computer Science and Software Engineering, East China Normal University, 12655 Shanghai, Shanghai China (e-mail: liuweiwei863@gmail.com)
Donna Xu , Centre for Artificial Intelligence,FEIT, University of Technology Sydney, 1994 Sydney, New South Wales Australia (e-mail: donna.xu@student.uts.edu.au)
Ivor Tsang , Centre for Artificial Intelligence,FEIT, University of Technology Sydney, 1994 Sydney, New South Wales Australia (e-mail: ivor.tsang@uts.edu.au)
Wenjie Zhang , School of Computer Science and Engineering, University of New South Wales, Sydney, New South Wales Australia (e-mail: wenjie.zhang@unsw.edu.au)

Robust Structural Sparse Tracking (Abstract)

Tianzhu Zhang , National Laboratory for Pattern Recognition, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: tzzhang@nlpr.ia.ac.cn)
Changsheng Xu , Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: csxu@nlpr.ia.ac.cn)
Ming-Hsuan Yang , EECS, University of California at Merced, Merced, California United States 95344 (e-mail: mhyang@ucmerced.edu)

Online Localization and Prediction of Actions and Interactions (Abstract)

Khurram Soomro , Electrical Engineering and Computer Science, University of Central Florida, Orlando, Florida United States 32816 (e-mail: ksoomro@eecs.ucf.edu)
Haroon Idrees , CRCV, University of Central Florida, 6243 Orlando, Florida United States 32816-2368 (e-mail: haroon@cs.ucf.edu)
Mubarak Shah , Center for Research in Computer Vision, University of Central Florida, Orlando, Florida United States (e-mail: shah@crcv.ucf.edu)

Learning Multi-task Correlation Particle Filters for Visual Tracking (Abstract)

Tianzhu Zhang , National Laboratory for Pattern Recognition, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: tzzhang@nlpr.ia.ac.cn)
Changsheng Xu , Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: csxu@nlpr.ia.ac.cn)
Ming-Hsuan Yang , EECS, University of California at Merced, Merced, California United States 95344 (e-mail: mhyang@ucmerced.edu)

Learning Two-Branch Neural Networks for Image-Text Matching Tasks (Abstract)

Liwei Wang , Computer Science, University of Illinois at Urbana-Champaign, Urbana, Illinois United States 61801 (e-mail: lwang97@illinois.edu)
Yin Li , School of Interactive Computing, Georgia Institute of Technology, 1372 Atlanta, Georgia United States 30332-0002 (e-mail: yli440@gatech.edu)
Jing Huang , computer science, urbana, Illinois United States (e-mail: jhuang81@illinois.edu)
Svetlana Lazebnik , Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana-Champaign, Illinois United States (e-mail: slazebni@illinois.edu)

Multimodal Machine Learning: A Survey and Taxonomy (Abstract)

Tadas Baltrusaitis , HoloLens, Microsoft Corp, 6834 Cambridge, Cambridgeshire United Kingdom of Great Britain and Northern Ireland (e-mail: tb346@cl.cam.ac.uk)
Chaitanya Ahuja , Language Technologies institute, Carnegie Mellon University, 6612 Pittsburgh, Pennsylvania United States 15213-3815 (e-mail: cahuja@andrew.cmu.edu)
Louis-Philippe Morency , Language Technology Institute, CMU, Pittsburgh, Pennsylvania United States 15213 (e-mail: morency@cs.cmu.edu)

Robust and Globally Optimal Manhattan Frame Estimation in Near Real Time (Abstract)

Kyungdon Joo , Electrical Engineering, Korea Advanced Institute of Science and Technology, 34968 Daejeon, Daejeon Korea (the Republic of) (e-mail: kdjoo369@gmail.com)
Tae-Hyun Oh , Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, 2167 Cambridge, Massachusetts United States (e-mail: thoh.mit.edu@gmail.com)
Junsik Kim , Electrical Engineering, Korea Advanced Institute of Science and Technology, 34968 Daejeon, Daejeon Korea (the Republic of) (e-mail: mibastro@gmail.com)
In So Kweon , Electrical Engineering, KAIST, Daejeon, Daejeon Korea (the Republic of) (e-mail: iskweon@kaist.ac.kr)

Analysis of Spatio-temporal Representations for Robust Footstep Recognition with Deep Residual Neural Networks (Abstract)

Omar Costilla Reyes , Electrical and Electronics Engineering, University of Manchester, manchester, greater manchester United Kingdom of Great Britain and Northern Ireland (e-mail: omar.costilla.reyes@gmail.com)
Ruben Vera-Rodriguez , Escuela Politecnica Superior, Universidad Autonoma de Madrid, Madrid, Madrid Spain 28049 (e-mail: ruben.vera@uam.es)
Patricia Scully , School of Chemical Engineering and Analytical Science, University of Manchester School of Chemical Engineering and Analytical Science, 151626 Manchester, Manchester United Kingdom of Great Britain and Northern Ireland (e-mail: patricia.scully@manchester.ac.uk)
Krikor B. Ozanyan , School of Electrical and Electronic Engineering, University of Manchester School of Electrical and Electronic Engineering, 121137 Manchester, Manchester United Kingdom of Great Britain and Northern Ireland (e-mail: k.ozanyan@manchester.ac.uk)

Hierarchical Scene Parsing by Weakly Supervised Learning with Image Descriptions (Abstract)

Ruimao Zhang , School of Data and Computer Science, Sun Yat-Sen University, 26469 Guangzhou, Guangdong China (e-mail: r.m.zhang1989@gmail.com)
Liang Lin , School of Information Science and Technology, Sun Yat-sen University, Guangzhou, Guangdong China (e-mail: linliang@ieee.org)
Guangrun Wang , School of Computer Science, Guangzhou, Guangdong China (e-mail: wanggrun@mail2.sysu.edu.cn)
Meng Wang , School of Computing, National University of Singapore, Singapore, Singapore Singapore 117417 (e-mail: eric.mengwang@gmail.com)
Wangmeng Zuo , Harbin Institute of Technology, School of Computer Science and Technology, Harbin, Heilongjiang China (e-mail: cswmzuo@gmail.com)

Compressive Binary Patterns: Designing a Robust Binary Face Descriptor with Random-Field Eigenfilters (Abstract)

Weihong Deng , School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, Beijing China 100876 (e-mail: whdeng@bupt.edu.cn)
Jiani Hu , School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, 12472 Beijing, Beijing China (e-mail: jnhu@bupt.edu.cn)
Jun Guo , School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, 12472 Beijing, Beijing China (e-mail: guojun@bupt.edu.cn)

A Benchmark Dataset and Evaluation for Non-Lambertian and Uncalibrated Photometric Stereo (Abstract)

Boxin Shi , School of Electronics Engineering and Computer Science, Peking University, Beijing, Beijing China (e-mail: boxin.shi@gmail.com)
Zhipeng Mo , ISTD, Singapore University of Technology and Design, 233793 Singapore, Singapore Singapore (e-mail: zhipeng_mo@mymail.sutd.edu.sg)
Zhe Wu , ISTD, Singapore University of Technology and Design, 233793 Singapore, Singapore Singapore (e-mail: wuzhe06@gmail.com)
Dinglong Duan , ECE, National University of Singapore, 37580 Singapore, Singapore Singapore (e-mail: dinglong.duan@gmail.com)
Sai Kit Yeung , ISTD, Singapore University of Technology and Design, Singapore, Singapore Singapore (e-mail: saikit@ust.hk)
Ping Tan , School of Computing Science, Simon Fraser University, Burnaby, British Columbia Canada V5A1S6 (e-mail: pingtan@sfu.ca)

FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence (Abstract)

Seungryong Kim , School of Electrical and Electronic Engineering, Yonsei University, Seoul, Seodaemun-Gu Korea (the Republic of) (e-mail: srkim89@yonsei.ac.kr)
Dongbo Min , the Department of Computer Science and Engineering, Chungnam National University, Korea, Daejeon Korea (the Republic of) (e-mail: dbmin@cnu.ac.kr)
Bumsub Ham , School of Electrical and Electronic Engineering, Yonsei University, Seoul, Seodaemun-gu Korea, Republic of (e-mail: mimo@yonsei.ac.kr)
Stephen Lin , Internet Graphics group, Microsoft Research Asia, Beijing, Beijing China 100080 (e-mail: stevelin@microsoft.com)
Kwanghoon Sohn , School of Electrical and Electronic Engineering, Yonsei University, Seoul, Seodaenum-Gu Korea (the Republic of) (e-mail: khsohn@yonsei.ac.kr)

Recurrent Face Aging with Hierarchical AutoRegressive Memory (Abstract)

Wei Wang , Department of Information Engineering and Computer Science, University of Trento, TRENTO, TRENTO Italy 38100 (e-mail: wangwei1990@gmail.com)
Yan Yan , Department of Information Engineering and Computer Science, University of Trento, Trento, TN Italy 38123 (e-mail: tom_yan@txstate.edu)
Zhen Cui , ECE, National University of Singapore, Singapore, Singapore Singapore (e-mail: zhen.cui@vipl.ict.ac.cn)
Jiashi Feng , ECE, National University of Singapore, 37580 Singapore, Singapore Singapore (e-mail: elefjia@nus.edu.sg)
Shuicheng Yan , ece, NUS, sg, SG Singapore 117576 (e-mail: eleyans@nus.edu.sg)
Niculae Sebe , Department of Information Engineering and Computer Science, University of Trento, Trento, TN Italy (e-mail: sebe@disi.unitn.it)

Constant-time Calculation of Zernike Moments for Detection with Rotational Invariance (Abstract)

Aneta Bera , Department of Methods of Artificial Intelligence and Applied Mathematics, Faculty of Computer Science and Information Technology, Szczecin, West Pomeranian Poland 71-210 (e-mail: abera@wi.zut.edu.pl)
Przemyslaw Klesk , Department of Methods of Artificial Intelligence and Applied Mathematics, West Pomeranian University of Technology, Szczecin, Zachodniopomorskie Poland (e-mail: pklesk@wi.zut.edu.pl)
Dariusz Sychel , Department of Methods of Artificial Intelligence and Applied Mathematics, Faculty of Computer Science and Information Technology, Szczecin, West Pomeranian Poland (e-mail: dsychel@wi.zut.edu.pl)

Searching for Representative Modes on Hypergraphs for Robust Geometric Model Fitting (Abstract)

Hanzi Wang , Computer Science Department, Xiamen University, Xiamen, Fujian China (e-mail: hanzi.wang@ieee.org)
xiao guobao , School of Aerospace Engineering, Xiamen University, 12466 Xiamen, Fujian China (e-mail: guobaoxiao@xmu.edu.cn)
Yan Yan , Computer Science Department, Xiamen University, Xiamen, Fujian China (e-mail: yanyan@xmu.edu.cn)
David Suter , School of Computer Science, The University of Adelaide, Adelaide, South Australia Australia (e-mail: dsuter@cs.adelaide.edu.au)

Improving Shadow Suppression for Illumination Robust Face Recognition (Abstract)

Wuming ZHANG , LIRIS laboratory, Ecole Centrale de Lyon, 52864 Ecully, Rhone-Alpes France (e-mail: wuming.zhang@hotmail.com)
Xi ZHAO , School of Management, Xi'an Jiaotong University, 12480 Xi'an, Shaanxi China (e-mail: zhaoxi1@hotmail.com)
Jean-Marie Morvan , Institut Camille Jordan, Universite Claude Bernard Lyon 1, 27098 Villeurbanne, Auvergne-Rhone-Alpes France (e-mail: jean-marie.morvan@kaust.edu.sa)
Liming Chen , LIRIS laboratory, Ecole Centrale de Lyon, Ecully, none France (e-mail: liming.chen@ec-lyon.fr)

Self Paced Deep Learning for Weakly Supervised Object Detection (Abstract)

Enver Sangineto , DISI, Universita degli Studi di Trento, 19034 Trento, Italy Italy 38100 (e-mail: enver.sangineto@unitn.it)
Moin Nabi , Information Engineering and Computer Science, University of Trento, Trento, Trentino Italy (e-mail: moin.nabi@unitn.it)
Dubravko Culibrk , Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Vojvodina Serbia 21000 (e-mail: dculibrk@uns.ac.rs)
Niculae Sebe , nformation Engineering and Computer Science, University of Trento, Trento, TN Italy (e-mail: sebe@disi.unitn.it)

HARD-PnP: PnP Optimization Using a Hybrid Approximate Representation (Abstract)

Simon James Hadfield , Centre for Vision Speech and Signal Processing, University of Surrey, Guildford, Surrey United Kingdom of Great Britain and Northern Ireland gu2 7xh (e-mail: S.Hadfield@surrey.ac.uk)
Karel Lebeda , Development, Synthesia Limited, London, Greater London United Kingdom of Great Britain and Northern Ireland (e-mail: karel@lebeda.sk)
Richard Bowden , CVSSP, University of Surrey, Guildford, UK United Kingdom of Great Britain and Northern Ireland (e-mail: r.bowden@surrey.ac.uk)

The GRODE Metrics: Exploring the Performance of Group Detection Approaches (Abstract)

Francesco Setti , Computer Science, Universita degli Studi di Verona, 19051 Verona, Verona Italy (e-mail: francesco.setti@univr.it)
Marco Cristani , Computer Science, University of Verona, Verona, Verona Italy (e-mail: marco.cristani@univr.it)

Mixed Supervised Object Detection with Robust Objectness Transfer (Abstract)

Yan Li , CRIPAC, Beijing, Beijing China (e-mail: phoenix1994@foxmail.com)
Junge Zhang , NLPR, CASIA, Beijing, Beijing China (e-mail: jgzhang@nlpr.ia.ac.cn)
Kaiqi Huang , NLPR, CASIA, Beijing 100080, Beijing China (e-mail: kqhuang@nlpr.ia.ac.cn)
Jianguo Zhang , School of Science and Engineering (Computing), Londun, Londun United Kingdom of Great Britain and Northern Ireland (e-mail: j.n.zhang@dundee.ac.uk)

Learning Hyperedge Replacement Grammars for Graph Generation (Abstract)

Salvador Aguinaga , Computer Science and Engineering, University of Notre Dame, 6111 Notre Dame, Indiana United States (e-mail: saguinag@nd.edu)
David Chiang , Computer Science and Engineering, University of Notre Dame, Notre Dame, Indiana United States (e-mail: dchiang@nd.edu)
Tim Weninger , Computer Science and Engineering, University of Notre Dame, Notre Dame, Indiana United States 46556 (e-mail: tweninge@nd.edu)

Recurrent Convolutional Shape Regression (Abstract)

Wei Wang , Department of Information Engineering and Computer Science, University of Trento, TRENTO, TRENTO Italy 38100 (e-mail: wangwei1990@gmail.com)
Sergey Tulyakov , Information Engineering and Computer Science, University of Trento, Trento, Trentino Italy 38123 (e-mail: sergey.tulyakov@unitn.it)
Nicu Sebe , Multimodal Human Understanding Group, University of Trento, Trento, Trentino Italy (e-mail: niculae.sebe@unitn.it)

Empirical Bayesian Light-Field Stereo Matching by Robust Pseudo Random Field Modeling (Abstract)

Chao-Tsung Huang , Department of Electrical Engineering, National Tsing Hua University, HsinChu, Taiwan Taiwan (e-mail: chaotsung@ee.nthu.edu.tw)

SurfCut: Surfaces of Minimal Paths From Topological Structures (Abstract)

Marei Algarni , Computer Science, King Abdullah University of Science and Technology (KAUST), Thuwal, Makkah Saudi Arabia (e-mail: marei.algarni@kaust.edu.sa)
Ganesh Sundaramoorthi , Electrical Eng and Applied Math, King Abdullah University of Science and Technology (KAUST), Thuwal, Makkah Saudi Arabia (e-mail: Ganesh.Sundaramoorthi@kaust.edu.sa)

Beyond Sharing Weights for Deep Domain Adaptation (Abstract)

Artem Rozantsev , CVLAB, EPFL, Lausanne, Vaud Switzerland 1015 (e-mail: artem.rozantsev@epfl.ch)
Mathieu Salzmann , IC - CVLab, EPFL, Lausanne, VD Switzerland 1015 (e-mail: mathieu.salzmann@epfl.ch)
Pascal Fua , IC CVLAB, EPFL, Lausanne, Vaud Switzerland CH-1015 (e-mail: pascal.fua@epfl.ch)

A Systematic Evaluation and Benchmark for Person Re-Identification: Features, Metrics, and Datasets (Abstract)

Srikrishna Karanam , Electrical, Computer, and Systems Engineering, Rensselaer Polytechnic Institute, Troy, New York United States 12180 (e-mail: karans3@rpi.edu)
Mengran Gou , Electrical and Computer Engineering, Northeastern University, Boston, Massachusetts United States (e-mail: mengran@coe.neu.edu)
Ziyan Wu , Corporate Technology, Siemens Corporation, Princeton, New Jersey United States (e-mail: ziyan.wu@siemens.com)
Angels Rates-Borras , Electrical and Computer Engineering, Northeastern University, Boston, Massachusetts United States (e-mail: ratesborras.a@husky.neu.edu)
Octavia Camps , Electrical and Computer Engineering, Northeastern University, Boston, Massachusetts United States (e-mail: camps@coe.neu.edu)
Richard J. Radke , Electrical, Computer, and Systems Engineering, Rensselaer Polytechnic Institute, Troy, New York United States 12180 (e-mail: rjradke@ecse.rpi.edu)

Recursive nearest agglomeration (ReNA): fast clustering for approximation of structured signals (Abstract)

Andres Hoyos Idrobo , Parietal, INRIA, Gif sur Yvette, NA France (e-mail: ahoyosidrobo@gmail.com)
Gael Varoquaux , Parietal, INRIA, Gif sur Yvette, NA France 91191 (e-mail: gael.varoquaux@normalesup.org)
Jonas Kahn , Mathematics, Université de Toulouse, toulouse, NA France (e-mail: jonas.kahn@math.univ-toulouse.fr)
Bertrand Thirion , Parietal, INRIA, Gif sur Yvette, NA France (e-mail: bertrand.thirion@inria.fr)

What do different evaluation metrics tell us about saliency models? (Abstract)

Zoya Bylinskii , Electrical Engineering and Computer Science, Massachusetts Institute of Technology, 2167 Cambridge, Massachusetts United States (e-mail: zoya@mit.edu)
Tilke Judd , Product Management, Google Inc, 93176 Zurich, Zurich Switzerland (e-mail: tjudd@csail.mit.edu)
Aude Oliva , Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, 2167 Cambridge, Massachusetts United States (e-mail: oliva@mit.edu)
Antonio Torralba , Electrical Engineering and Computer Science, Massachusetts Institute of Technology, 2167 Cambridge, Massachusetts United States (e-mail: torralba@mit.edu)
Fredo Durand , Electrical Engineering and Computer Science, Massachusetts Institute of Technology, 2167 Cambridge, Massachusetts United States (e-mail: fredo@mit.edu)

Deeply Supervised Salient Object Detection with Short Connections (Abstract)

Qibin Hou , Computer Science, Nankai University, 12538 Tianjin, Tianjin China 300071 (e-mail: andrewhoux@gmail.com)
Ming-Ming Cheng , CCCE, Nankai University, Tianjin, Tianjin China (e-mail: cmm@nankai.edu.cn)
Xiaowei Hu , Computer Science, Nankai University, 12538 Tianjin, Tianjin China 300071 (e-mail: xiaowei.hu@mail.nankai.edu.cn)
Ali Borji , Computer Science, University of Central Florida, 6243 Orlando, Florida United States (e-mail: aliborji@gmail.com)
Zhuowen Tu , Cognitive Science, University of California, San Diego, La Jolla, California United States 92093-0515 (e-mail: ztu@ucsd.edu)
Philip H.S. Torr , Department of Engineering, University of Oxford, 6396 Oxford, Oxfordshire United Kingdom of Great Britain and Northern Ireland (e-mail: philip.torr@eng.ox.ac.uk)

MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior (Abstract)

Xiaowei Zhou , Computer Science, Zhejiang University, Hangzhou, Zhejiang China (e-mail: xzhou@cad.zju.edu.cn)
Menglong Zhu , Computer and Information Science, University of Pennsylvania, Philadephia, Pennsylvania United States (e-mail: menglong@seas.upenn.edu)
Georgios Pavlakos , Computer and Information Science, University of Pennsylvania, Philadephia, Pennsylvania United States (e-mail: pavlakos@seas.upenn.edu)
Spyridon Leonardos , Computer and Information Science, University of Pennsylvania, Philadephia, Pennsylvania United States (e-mail: spyridon@seas.upenn.edu)
Konstantinos G. Derpanis , Computer Science, Ryerson University, 7984 Toronto, Ontario Canada (e-mail: kosta@ryerson.ca)
Kostas Daniilidis , Computer Information Science, University of Pennsylvania, Philadelphia, Pennsylvania United States 19104-6389 (e-mail: kostas@cis.upenn.edu)

From Social to Individuals: a Parsimonious Path of Multi-level Models for Crowdsourced Preference Aggregation (Abstract)

Qianqian Xu , Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: xuqianqian@iie.ac.cn)
Jiechao Xiong , BICMR-LMAM-LMEQF-LMP, School of Mathematical Sciences, Peking University, Beijing, Beijing China (e-mail: jcxiong@tencent.com)
Xiaochun Cao , State Key Laboratory Of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: caoxiaochun@iie.ac.cn)
Qingming Huang , School of Computer and Control Engineering, University of the Chinese Academy of Sciences, 74519 Beijing, Beijing China (e-mail: qmhuang@ucas.ac.cn)
Yuan Yao , Department of Mathematics, and by courtesy, Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong, Hong Kong Hong Kong (e-mail: yuany@math.pku.edu.cn)

High-Speed Hyperspectral Video Acquisition By Combining Nyquist and Compressive Sampling (Abstract)

Lizhi Wang , School of Computer Science, Beijing Institute of Technology, 47833 Beijing, Beijing China (e-mail: lzwang@bit.edu.cn)
Zhiwei Xiong , Electronic Engineering & Information Science, University of Science and Technology of China, Hefei, Anhui China (e-mail: zwxiong@ustc.edu.cn)
Hua Huang , School of Computer Science, Beijing Institute of Technology, Beijing, Beijing China (e-mail: huahuang@bit.edu.cn)
Guangming Shi , School of Electronic Engineering, Xidian University, Xi'an, Shaanxi China (e-mail: gmshi@xidian.edu.cn)
Feng Wu , Electronic Engineering & Information Science, University of Science and Technology of China, Hefei, Anhui China (e-mail: fengwu@ustc.edu.cn)
Wenjun Zeng , Internet Media Group, Microsoft Research Asia, Beijing, Beijing China (e-mail: wezeng@microsoft.com)

Automated Latent Fingerprint Recognition (Abstract)

Kai Cao , Computer Science and Engineering, Michigan State University, East Lansing, Michigan United States (e-mail: caokai0505@gmail.com)
Anil K. Jain , Computer Science & Engineering, Michigan State University, East Lansing, Michigan United States 48824-1226 (e-mail: jain@cse.msu.edu)

Multi-Task Structure-aware Context Modeling for Robust Keypoint-based Object Tracking (Abstract)

Xi Li , College of Computer Science, Zhejiang University, Hangzhou, Zhejiang China (e-mail: xilizju@zju.edu.cn)
Liming Zhao , College of Computer Science, Zhejiang University, Hangzhou, Zhejiang China (e-mail: zhaoliming@zju.edu.cn)
Wei Ji , College of Computer Science, Zhejiang University, Hangzhou, Zhejiang China (e-mail: jiwei@zju.edu.cn)
Yiming Wu , College of Computer Science, Zhejiang University, Hangzhou, Zhejiang China (e-mail: ymw@zju.edu.cn)
Fei Wu , College of Computer Science, Zhejiang University, Hangzhou, Zhejiang China (e-mail: wufei@zju.edu.cn)
Ming-Hsuan Yang , EECS, University of California at Merced, Merced, California United States (e-mail: mhyang@ucmerced.edu)
Dacheng Tao , Engineering and Information Technologies, University of Sydney, 4334 Sydney, New South Wales Australia (e-mail: dacheng.tao@sydney.edu.au)
Ian Reid , Department of Engineering Science, University of Oxford, Oxford, Oxon United Kingdom of Great Britain and Northern Ireland OX1 3PJ (e-mail: ian.reid@adelaide.edu.au)

Memory Efficient Max Flow for Multi-label Submodular MRFs (Abstract)

Thalaiyasingam Ajanthan , Torr Vision Group, University of Oxford Department of Engineering Science, 98956 Oxford, Oxfordshire United Kingdom of Great Britain and Northern Ireland (e-mail: ajanthan@robots.ox.ac.uk)
Richard Hartley , rubbish, Department of Systems Engineering, rubbish, jkj Timor-Leste rubbish (e-mail: richard.hartley@anu.edu.au)
Mathieu Salzmann , IC - CVLab, EPFL, Lausanne, VD Switzerland 1015 (e-mail: mathieu.salzmann@epfl.ch)

Patchmatch-based Robust Stereo Matching under Radiometric Changes (Abstract)

Jaeseung Lim , GSAIM, Seoul, Seoul Korea (the Republic of) (e-mail: wanicono@gmail.com)
Sangkeun Lee , GSAIM, Chung-Ang University, 26729 Seoul, Seoul Korea (the Republic of) (e-mail: sangkny@cau.ac.kr)

Accurate 3D Reconstruction from Small Motion Clip for Rolling Shutter Cameras (Abstract)

Sunghoon Im , Electrical Engineering, Korea Advanced Institute of Science and Technology, 34968 Daejeon, Daejeon Korea (the Republic of) 305-701 (e-mail: sunghoonim27@gmail.com)
Hyowon Ha , Electrical Engineering, Korea Advanced Institute of Science and Technology, 34968 Daejeon, Daejeon Korea (the Republic of) (e-mail: hwha@rcv.kaist.ac.kr)
Gyeongmin Choe , Electrical Engineering, Korea Advanced Institute of Science and Technology, 34968 Daejeon, Daejeon Korea (the Republic of) (e-mail: gmchoe08@gmail.com)
Hae-Gon Jeon , Electrical Engineering, KAIST, Yuseong-gu, Daejeon Korea, Republic of (e-mail: earboll@kaist.ac.kr)
Kyungdon Joo , School of EE, Korea Advanced Institute of Science and Technology, 34968 Daejeon, Daejeon Korea (the Republic of) 305-701 (e-mail: kdjoo369@gmail.com)
In So Kweon , The School of Electrical Engineering, KAIST, Daejeon, Daejeon Korea (the Republic of) (e-mail: iskweon77@kaist.ac.kr)

Ordinal Constraint Binary Coding for Approximate Nearest Neighbor Search (Abstract)

Hong Liu , Cognitive Science, Xiamen University, Xiamen, Fujian China (e-mail: lynnliu0207@163.com)
Rongrong Ji , Cognitive Science, Xiamen University, Xiamen, Fujian China 361005 (e-mail: rrji@xmu.edu.cn)
Jingdong Wang , Media Computing Group, Microsoft Research Asia, Beijing, Beijing China (e-mail: jingdw@microsoft.com)
Chunhua Shen , School of Computer Science, University of Adelaide, Adelaide, South Australia Australia (e-mail: chunhua.shen@adelaide.edu.au)

Look into Person: Joint Body Parsing & Pose Estimation Network and a New Benchmark (Abstract)

Xiaodan Liang , School of Data and Computer Science, Sun Yat-sen University, Guangzhou, Guangdong China (e-mail: xdliang328@gmail.com)
Ke Gong , Human Cyber Physical Intelligence Integration Lab, Sun Yat-Sen University, 26469 Guangzhou, Guangdong China 510275 (e-mail: kegong936@gmail.com)
Xiaohui Shen , Adobe Research, Adobe Systems Inc., San Jose, California United States 95110 (e-mail: xshen@adobe.com)
Liang Lin , School of Information Science and Technology, Sun Yat-sen University, Guangzhou, Guangdong China (e-mail: linliang@ieee.org)

Non-Negative Matrix Factorizations for Multiplex Network Analysis (Abstract)

Vladimir Gligorijevic , Computing, Imperial College London, 4615 London, England United Kingdom of Great Britain and Northern Ireland (e-mail: v.gligorijevic@imperial.ac.uk)
Yannis Panagakis , Computer Science Department, Middlesex University, 4907 London, London United Kingdom of Great Britain and Northern Ireland (e-mail: i.panagakis@imperial.ac.uk)
Stefanos P. Zafeiriou , Computing, Imperial College London, London, London United Kingdom of Great Britain and Northern Ireland SW7 2AZ (e-mail: s.zafeiriou@imperial.ac.uk)

Robust Spatio-Temporal Clustering and Reconstruction of Multiple Deformable Bodies (Abstract)

Antonio Agudo , Computer Vision and Machine Learning, Institut de Robotica i Informatica Industrial (CSIC-UPC), Barcelona, Cataluia Spain (e-mail: aagudo@iri.upc.edu)
Francesc Moreno-Noguer , Computer Vision and Machine Learning, Institut de Robotica i Informatica Industrial (CSIC-UPC), Barcelona, Cataluia Spain (e-mail: fmoreno@iri.upc.edu)

Towards Personalized Image Captioning via Multimodal Memory Networks (Abstract)

Cesc Chunseong Park , Lunit, Lunit Incorporation, SEOUL, SEOUL Korea (the Republic of) (e-mail: cspark@lunit.io)
Byeongchang Kim , Department of Computer Science and Engineering, Seoul National University, SEOUL, SEOUL Korea (the Republic of) (e-mail: byeongchang.kim@vision.snu.ac.kr)
Gunhee Kim , Computer Science and Engineering, Seoul National University, Seoul, Seoul Korea (the Republic of) 08826 (e-mail: gunhee@snu.ac.kr)

Visual Kinship Recognition of Families in the Wild (Abstract)

Joseph Peter Robinson , Electrical and Computer Engineering, Northeastern University, 1848 Boston, Massachusetts United States 02115-5005 (e-mail: robinson.jo@husky.neu.edu)
Ming Shao , CS, Northeastern University, CHESTNUT HILL, Massachusetts United States 02467 (e-mail: shaoming533@gmail.com)
Yue Wu , Electrical and Computer Engineering, Northeastern University, 1848 Boston, Massachusetts United States (e-mail: wuyuebupt@gmail.com)
Hongfu Liu , ECE, Northeastern University, Somerville, Massachusetts United States 02145 (e-mail: liu.hongf@husky.neu.edu)
Timothy Gillis , ECE, Northeastern University, Boston, Massachusetts United States (e-mail: gillis.ti@husky.neu.edu)
Yun Fu , ECE, Northeastern University, Boston, Massachusetts United States (e-mail: yunfu@ece.neu.edu)

On the Reconstruction of Face Images from Deep Face Templates (Abstract)

Guangcan Mai , Computer Science, Hong Kong Baptist University, 26679 Kowloon Tong, Kowloon Hong Kong (e-mail: csgcmai@comp.hkbu.edu.hk)
Kai Cao , Computer Science and Engineering, Michigan State University, East Lansing, Michigan United States (e-mail: kaicao@cse.msu.edu)
Pong C. YUEN , Computer Science, Hong Kong Baptist University, Kowloon, Kowloon Hong Kong 9999999 (e-mail: pcyuen@comp.hkbu.edu.hk)
Anil K. Jain , Computer Science & Engineering, Michigan State University, East Lansing, Michigan United States 48824-1226 (e-mail: jain@cse.msu.edu)

Anchor-Free Correlated Topic Modeling (Abstract)

Xiao Fu , School of Electrical Engineering and Computer Science, Oregon State University, 2694 Corvallis, Oregon United States (e-mail: xiao.fu@oregonstate.edu)
Kejun Huang , Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, Minnesota United States (e-mail: huang663@umn.edu)
Nicholas D. Sidiropoulos , Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, Virginia United States (e-mail: nikos@virginia.edu)
Qingjiang Shi , School of Software Engineering, Tongji University, 12476 Shanghai, Shanghai China (e-mail: qing.j.shi@gmail.com)
Mingyi Hong , Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, Minnesota United States (e-mail: mhong@umn.edu)

A graph based image interpretation method using a priori qualitative inclusion and photometric relationships (Abstract)

Jean-Baptiste Fasquel , EA4094 - Laboratory of the Automated systems Engineering, University of LUNAM-Angers, Angers, Maine et Loire France 49000 (e-mail: Jean-Baptiste.Fasquel@univ-angers.fr)
Nicolas Delanoue , EA4094 - Laboratory of the Automated systems Engineering, University of LUNAM-Angers, Angers, Maine et Loire France (e-mail: nicolas.delanoue@univ-angers.fr)

Recurrent Shape Regression (Abstract)

Zhen Cui , School of Computer Science and Engineering, Nanjing University of Science and Technology, 12436 Nanjing, Jiangsu China (e-mail: zhen.cui@vipl.ict.ac.cn)
Shengtao Xiao , Electrical and Computer Engineering, National University of Singapore Singapore, Singapore, Singapore Singapore (e-mail: xstgavin124@gmail.com)
Zhiheng Niu , Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore Singapore (e-mail: niuzhiheng@gmail.com)
Shuicheng Yan , ece, NUS, sg, SG Singapore 117576 (e-mail: eleyans@nus.edu.sg)
Wenming Zheng , Research Center for Learning Science, Southeast University, Nanjing, Jiangsu China 210096 (e-mail: wenming_zheng@seu.edu.cn)

Robust 3D Human Pose Estimation from Single Images or Video Sequences (Abstract)

Chunyu Wang , Computer Science, Peking University, Beijing, Beijing China (e-mail: wangchunyu@pku.edu.cn)
Yizhou Wang , Computer Science, Peking University, Beijing, Beijing China (e-mail: Yizhou.Wang@pku.edu.cn)
Zhouchen Lin , Computer Science, Peking University, Beijing, Beijing China (e-mail: zlin@pku.edu.cn)
Alan Yuille , Statistics, University of California Los Angeles, 8783 Los Angeles, California United States (e-mail: yuille@stat.ucla.edu)

Discriminative Optimization: Theory and Applications to Computer Vision (Abstract)

Jayakorn Vongkulbhisal , Electrical and Computer Engineering, Carnegie Mellon University, 6612 Pittsburgh, Pennsylvania United States (e-mail: jvongkul@andrew.cmu.edu)
Fernando De La Torre , Robotics Institute, Carnegie Mellon, Pittsburgh, Pennsylvania United States (e-mail: ftorre@cs.cmu.edu)
Joao Paulo Costeira , ECE, Instituto de Sistemas e Robotica, Lisbon, Lisbon Portugal 1049-001 (e-mail: jpc@isr.ist.utl.pt)

Visual Dialog (Abstract)

Abhishek Das , Computer Science, Georgia Institute of Technology College of Computing, 166857 Atlanta, Georgia United States (e-mail: abhshkdz@gatech.edu)
Satwik Kottur , Electrical and Computer Engineering, Carnegie Mellon University, 6612 Pittsburgh, Pennsylvania United States (e-mail: skottur@andrew.cmu.edu)
Khushi Gupta , Electrical and Computer Engineering, Carnegie Mellon University, 6612 Pittsburgh, Pennsylvania United States (e-mail: khushig@andrew.cmu.edu)
Avi Singh , Computer Science, University of California Berkeley, 1438 Berkeley, California United States (e-mail: avisingh@cs.berkeley.edu)
Deshraj Yadav , Computer Science, Georgia Institute of Technology College of Computing, 166857 Atlanta, Georgia United States (e-mail: deshraj@gatech.edu)
Stefan Lee , Computer Science, Georgia Institute of Technology College of Computing, 166857 Atlanta, Georgia United States (e-mail: steflee@gatech.edu)
Jose Moura , Electrical and Computer Engineering, Carnegie Mellon University, 6612 Pittsburgh, Pennsylvania United States (e-mail: moura@andrew.cmu.edu)
Devi Parikh , Computer Science, Georgia Institute of Technology College of Computing, 166857 Atlanta, Georgia United States (e-mail: parikh@gatech.edu)
Dhruv Batra , Computer Science, Georgia Institute of Technology College of Computing, 166857 Atlanta, Georgia United States (e-mail: dbatra@gatech.edu)

Learning Support Correlation Filters for Visual Tracking (Abstract)

Wangmeng Zuo , Harbin Institute of Technology, School of Computer Science and Technology, Harbin, California United States (e-mail: cswmzuo@gmail.com)
Xiaohe Wu , Harbin Institute of Technology, School of Computer Science and Technology, Harbin, Heilongjiang China (e-mail: angela612@126.com)
Liang Lin , School of Information Science and Technology, Sun Yat-sen University, Guangzhou, Guangdong China (e-mail: linliang@ieee.org)
Lei Zhang , Dept. of Computing, The Hong Kong Polytechnic University, Hong Kong, Hong Kong Hong Kong N.A (e-mail: cslzhang@comp.polyu.edu.hk)
Ming-Hsuan Yang , EECS, University of California at Merced, Merced, California United States 95344 (e-mail: mhyang@ucmerced.edu)

Hedging Deep Features for Visual Tracking (Abstract)

Yuankai Qi , School of Computer Science and Technology, Harbin Institute of Technology, 47822 Harbin, Heilongjiang China (e-mail: yk.qi@hit.edu.cn)
Shengping Zhang , School of Computer Science and Technology, Harbin Institute of Technology, 47822 Weihai, Shangdong China (e-mail: s.zhang@hit.edu.cn)
Lei Qin , Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: qinlei@ict.ac.cn)
Qingming Huang , School of Computer and Control Engineering, University of the Chinese Academy of Sciences, 74519 Beijing, Beijing China (e-mail: qmhuang@jdl.ac.cn)
Hongxun Yao , Department of Computer Science and Technology, Harbin Institute of Technology, Harbin, Heilongjiang China (e-mail: h.yao@hit.edu.cn)
Jongwoo Lim , Computer Science and Engineering, Hanyang University, Seoul, Gyeonggi-do Korea (the Republic of) (e-mail: jlim@hanyang.ac.kr)
Ming-Hsuan Yang , EECS, University of California at Merced, Merced, California United States 95344 (e-mail: mhyang@ucmerced.edu)

What Makes Objects Similar: A Unified Multi-Metric Learning Approach (Abstract)

Han-Jia Ye , Computer Science and Technology, Nanjing University, Nanjing, Jiangsu China (e-mail: yehj@lamda.nju.edu.cn)
De-Chuan Zhan , Computer Science Department, Nanjing University, Nanjing, Jiangsu China (e-mail: zhandc@nju.edu.cn)
Yuan Jiang , Department of Computer Science & Technology, Nanjing University, Nanjing, Jiangsu China 210046 (e-mail: jiangy@lamda.nju.edu.cn)
Zhi-Hua Zhou , National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu Pronvince China 210093 (e-mail: zhouzh@nju.edu.cn)

Deep Mixture of Diverse Experts for Large-Scale Visual Recognition (Abstract)

Tianyi Zhao , CS, Charlotte, North Carolina United States (e-mail: tzhao@uncc.edu)
Qiuyu Chen , CS, UNC-Charlotte, Charlotte, North Carolina United States (e-mail: qychen@uncc.edu)
Zhenzhong Kuang , CS, UNC-Charlotte, Charlotte, North Carolina United States (e-mail: kuang@uncc.edu)
Jun Yu , CS, UNC-Charlotte, Charlotte, North Carolina United States (e-mail: junyu@uncc.edu)
Wei Zhang , CS, UNC-Charlotte, Charlotte, North Carolina United States (e-mail: weizhang@uncc.edu)
Ming He , CS, Charlotte, North Carolina United States (e-mail: heming@uncc.edu)
Jianping Fan , cs, University of North Carolina, Charlotte, North Carolina United States 28223 (e-mail: jfan@uncc.edu)

Online Data Thinning via Multi-Subspace Tracking (Abstract)

Xin Jiang Hunt , Advanced Analytics, SAS Institute Inc., Cary, North Carolina United States (e-mail: chlorisjiang@gmail.com)
Rebecca Willett , ECE, University of Wisconsin-Madison, Madison, Wisconsin United States (e-mail: willett@discovery.wisc.edu)

Regularized Diffusion Process on Bidirectional Context for Object Retrieval (Abstract)

Song Bai , Electronics and Information Engineering, Huazhong University of Science and Technology, Wuhan, Hubei China 430074 (e-mail: songbai@hust.edu.cn)
Xiang Bai , Dept. of Electronics and Information Engineering, HUST, Wuhan, Hubei China (e-mail: xbai@hust.edu.cn)
Qi Tian , Department of Computer Science, University of Texas at San Antonio, San Antonio, Texas United States 78249 (e-mail: qitian@cs.utsa.edu)
Longin Jan Latecki , Computer and Informatio Sciences, Temple University, Philadelphia, Pennsylvania United States 19122 (e-mail: latecki@temple.edu)

Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection (PDF)

Bjorn Barz , Department of Mathematics and Computer Science, Friedrich-Schiller-University Jena, Jena, Thuringia Germany (e-mail: bjoern.barz@uni-jena.de)
Erik Rodner , Corporate Research and Technology, Carl Zeiss AG, 14004 Oberkochen, Baden-Wurttemberg Germany (e-mail: Erik.Rodner@uni-jena.de)
Yanira Guanche Garcia , Department of Mathematics and Computer Science, Friedrich-Schiller-University Jena, Jena, Thuringia Germany (e-mail: yanira.guanche.garcia@uni-jena.de)
Joachim Denzler , Department of Mathematics and Computer Science, Friedrich-Schiller-University Jena, Jena, Thuringia Germany (e-mail: joachim.denzler@uni-jena.de)

Efficient Registration of High-Resolution Feature Enhanced Point Clouds (Abstract)

Philipp Jauer , Institut für Robotik und Kognitive Systeme, Universität zu Lübeck, Lübeck, Schleswig-Holstein Germany 23562 (e-mail: jauer@rob.uni-luebeck.de)
Ivo Kuhlemann , Institut für Robotik und Kognitive Systeme, Universität zu Lübeck, Lübeck, Schleswig-Holstein Germany (e-mail: kuhlemann@rob.uni-luebeck.de)
Ralf Bruder , Institut für Robotik und Kognitive Systeme, Universität zu Lübeck, Lübeck, Schleswig-Holstein Germany (e-mail: bruder@rob.uni-luebeck.de)
Achim Schweikard , Institut für Robotik und Kognitive Systeme, Universität zu Lübeck, Lübeck, Schleswig-Holstein Germany (e-mail: schweikard@rob.uni-luebeck.de)
Floris Ernst , Institut für Robotik und Kognitive Systeme, Universität zu Lübeck, Lübeck, Schleswig-Holstein Germany (e-mail: ernst@rob.uni-luebeck.de)

Image Projective Invariants (Abstract)

Erbo Li , Key lab of Intelligent Information Processing, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: sophialiuli@gmail.com)
Hanlin Mo , Key lab of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: mohanlin@ict.ac.cn)
Dong Xu , Ambry Genetics, Aliso Viejo, California United States (e-mail: xudong0614@hotmail.com)
Hua Li , Key lab of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: lihua@ict.ac.cn)

Physically-based Simulation of Cosmetics via Intrinsic Image Decomposition with Facial Priors (Abstract)

Chen Li , State Key Lab of CAD&CG, Zhejiang University, Hangzhou, Zhejiang China (e-mail: lich0622@gmail.com)
Kun Zhou , State Key Lab of CAD&CG, Zhejiang University, Hangzhou, Zhejiang China (e-mail: kunzhou@acm.org)
Hsiang-Tao Wu , Internet Graphics group, Microsoft Research Asia, Beijing, Beijing China (e-mail: musclewu@microsoft.com)
Stephen Lin , Internet Graphics group, Microsoft Research Asia, Beijing, Beijing China 100080 (e-mail: stevelin@microsoft.com)

Egocentric Meets Top-View (Abstract)

Shervin Ardeshir , Computer Science, University of Central Florida, 6243 Orlando, Florida United States 32816-2368 (e-mail: shervin.ardeshir@gmail.com)
Ali Borji , Computer Science, University of Central Florida, 6243 Orlando, Florida United States (e-mail: aliborji@gmail.com)

Aggregating Randomized Clustering-Promoting Invariant Projections for Domain Adaptation (Abstract)

Jian Liang , National Laboratory of Pattern Recognition, CRIPAC,CASIA, Beijing, Beijing China (e-mail: jian.liang@nlpr.ia.ac.cn)
Ran He , National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China 100190 (e-mail: rhe@nlpr.ia.ac.cn)
Zhenan Sun , Center for Biometrics and Security Research, CAS Institute of Automation, Beijing, Beijing China 100190 (e-mail: znsun@nlpr.ia.ac.cn)
Tieniu Tan , NLPR, CASIA, Beijing 100080, Hunan China 100080 (e-mail: tnt@nlpr.ia.ac.cn)

Learning to Deblur Images with Exemplars (Abstract)

Jinshan Pan , Electrical Engineering and Computer Science, University of California at Merced, Merced, California United States 95344 (e-mail: sdluran@gmail.com)
Wenqi Ren , School of Computer Science and Technology, Tijian University, Tianjin, Tianjin China (e-mail: rwq.renwenqi@gmail.com)
Zhe Hu , Electrical Engineering and Computer Science, Light Co., Palo Alto, California United States (e-mail: elapse.hz@gmail.com)
Ming-Hsuan Yang , EECS, University of California at Merced, Merced, California United States 95344 (e-mail: mhyang@ucmerced.edu)

Transferring Knowledge Fragments for Learning Distance Metric from A Heterogeneous Domain (Abstract)

Yong Luo , School of Computer Science and Engineering, Nanyang Technological University, 54761 Singapore, Singapore Singapore (e-mail: yluo180@gmail.com)
Yonggang Wen , School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore Singapore (e-mail: ygwen@ntu.edu.sg)
Tongliang Liu , The the UBTech Sydney Artificial Intelligence Institute and the School of Information Technologies in the Faculty of Engineering and Information Technologies at The University of Sydney, The University of Sydney, Sydney, New South Wales Australia (e-mail: tongliang.liu@sydney.edu.au)
Dacheng Tao , Faculty of Engineering and Information Technologies, University of Sydney, 4334 Sydney, New South Wales Australia (e-mail: dacheng.tao@sydney.edu.au)

Occlusion-aware Method for Temporally Consistent Superpixels (Abstract)

Matthias Reso , Institut fur Informationsverarbeitung, Leibniz Universitat Hannover, 26555 Hannover, Niedersachsen Germany (e-mail: reso@tnt.uni-hannover.de)
Jorn Jachalsky , Research & Innovation, Technicolor SA, 214012 Issy-les-Moulineaux, le-de-France France (e-mail: jachalsky@tnt.uni-hannover.de)
Bodo Rosenhahn , Institut fur Informationsverarbeitung, Leibniz Universitat Hannover, 26555 Hannover, Niedersachsen Germany (e-mail: rosenhahn@tnt.uni-hannover.de)
Joern Ostermann , Institut fur Informationsverarbeitung, Leibniz Universitat Hannover, 26555 Hannover, Niedersachsen Germany (e-mail: ostermann@tnt.uni-hannover.de)

Imbalanced Deep Learning by Minority Class Incremental Rectification (Abstract)

Qi Dong , EECS, Queen Mary University of London, London, England United Kingdom of Great Britain and Northern Ireland (e-mail: q.dong@qmul.ac.uk)
Shaogang Gong , EECS, Queen Mary, University of London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: s.gong@qmul.ac.uk)
Xiatian Zhu , EECS, Queen Mary University of London, London, England United Kingdom of Great Britain and Northern Ireland (e-mail: xiatian.zhu@qmul.ac.uk)

Dynamic Clustering Algorithms via Small-Variance Analysis of Markov Chain Mixture Models (Abstract)

Trevor Campbell , Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, Massachusetts United States (e-mail: tdjc@mit.edu)
Brian Kulis , Electrical and Computer Engineering, Boston University, 1846 Boston, Massachusetts United States (e-mail: bkulis@bu.edu)
Jonathan P. How , Aeronautics and Astronautics, Massachusetts Institute of Technology, Cambridge, Massachusetts United States (e-mail: jhow@mit.edu)

Unsupervised Deep Learning of Compact Binary Descriptors (Abstract)

Kevin Lin , Department of Electrical Engineering, Seattle, Washington United States (e-mail: kvlin@uw.edu)
Jiwen Lu , Department of Automation, Tsinghua University, Beijing, Beijing China 100084 (e-mail: lujiwen@tsinghua.edu.cn)
Chu-Song Chen , Insititute of Information Science, Academia Sinica, Nankang, Taipei Taiwan 115 (e-mail: song@iis.sinica.edu.tw)
Jie Zhou , Department of Automation, Tsinghua University, Beijing, Beijing China 100084 (e-mail: jzhou@tsinghua.edu.cn)
Ming-Ting Sun , Electrical Engineering, University of Washington, Seattle, Washington United States (e-mail: mts@uw.edu)

Composite Quantization (Abstract)

Jingdong Wang , Visual Computing Group, Microsoft Research Aisa, Beijing, Beijing China (e-mail: welleast@outlook.com)
Ting Zhang , Visual Computing, Microsoft Research Aisa, Beijing, Beijing China (e-mail: tinzhan@microsoft.com)

3D Reconstruction of "In-the-Wild" Faces in Images and Videos (Abstract)

James Booth , Computing, Imperial College London, 4615 London, London United Kingdom of Great Britain and Northern Ireland SW7 2AZ (e-mail: james.booth08@imperial.ac.uk)
Anastasios Roussos , Department of Computing, Imperial College London, 4615 London, London United Kingdom of Great Britain and Northern Ireland SW7 2AZ (e-mail: troussos@imperial.ac.uk)
Evangelos Ververas , Computing, Imperial College London, 4615 London, London United Kingdom of Great Britain and Northern Ireland SW7 2AZ (e-mail: e.ververas16@imperial.ac.uk)
Epameinondas Antonakos , Computing, Imperial College London, London, United Kingdom United Kingdom of Great Britain and Northern Ireland SW7 2AZ (e-mail: e.antonakos@imperial.ac.uk)
Stylianos Poumpis , Computing, Imperial College London, 4615 London, London United Kingdom of Great Britain and Northern Ireland (e-mail: s.ploumpis@imperial.ac.uk)
Yannis Panagakis , Computing, Imperial College London, London, Greater London United Kingdom of Great Britain and Northern Ireland (e-mail: i.panagakis@imperial.ac.uk)
Stefanos P. Zafeiriou , Computing, Imperial College London, London, London United Kingdom of Great Britain and Northern Ireland SW7 2AZ (e-mail: s.zafeiriou@imperial.ac.uk)

Super-Fine Attributes with Crowd Prototyping (Abstract)

Daniel Martinho-Corbishley , Vision, Learning & Control, University of Southampton Faculty of Physical Sciences and Engineering, 243732 Southampton, Hampshire United Kingdom of Great Britain and Northern Ireland SO17 1BJ (e-mail: dmc@ecs.soton.ac.uk)
Mark Nixon , Electronics and Computer Science, University of Southampton, Highfield, Southampton, SOUTHAMPTON United Kingdom of Great Britain and Northern Ireland S017 1BJ (e-mail: msn@ecs.soton.ac.uk)
John N. Carter , School of Electronics and Comptuer Science, University of Southampton, Southampton, Hampshire United Kingdom of Great Britain and Northern Ireland S017 1BJ (e-mail: jnc@ecs.soton.ac.uk)

CNN-based Real-time Dense Face Reconstruction with Inverse-rendered Photo-realistic Face Images (Abstract)

Yudong Guo , Mathematical Sciences, University of Science and Technology of China, Hefei, Anhui China (e-mail: gyd2011@mail.ustc.edu.cn)
Juyong Zhang , Mathematical Sciences, University of Science and Technology of China, Hefei, Anhui China (e-mail: juyong@ustc.edu.cn)
Jianfei Cai , School of Computer Engineering, Nanyang Technological University, Singapore, Singapore Singapore (e-mail: asjfcai@ntu.edu.sg)
Boyi Jiang , Mathematical Sciences, University of Science and Technology of China, Hefei, Anhui China (e-mail: jby1993@mail.ustc.edu.cn)
Jianmin Zheng , School of Computer Engineering, Nanyang Technological University, Singapore, Singapore Singapore 639798 (e-mail: asjmzheng@ntu.edu.sg)

Learning and selecting confidence measures for robust stereo matching (Abstract)

Min-Gyu Park , Intelligent Image Processing Research Center, Korea Electronics Technology Institute, 65362 Seongnam, Gyeonggi Korea (the Republic of) (e-mail: mpark@keti.re.kr)
Kuk-Jin Yoon , Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology, 65419 Gwangju, Jeollanamdo Korea (the Republic of) (e-mail: kjyoon@kaist.ac.kr)

Monocular Depth Estimation using Multi-Scale Continuous CRFs as Sequential Deep Networks (Abstract)

Dan Xu , Department of Information Engineering and Computer Science, University of Trento, TRENTO, TRENTO Italy (e-mail: dan.xu@unitn.it)
Elisa Ricci , Technologies of Vision, Fondazione Bruno Kessler, 18466 Trento, Trentino-Alto Adige Italy (e-mail: eliricci@fbk.eu)
Wanli Ouyang , School of Electrical and Information Engineering, University of Sydney, Sydney, New South Wales Australia (e-mail: wanli.ouyang@sydney.edu.au)
Xiaogang Wang , Department of Electronic Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong Hong Kong (e-mail: xgwang@ee.cuhk.edu.hk)
Nicu Sebe , Multimodal Human Understanding Group, University of Trento, Trento, Trentino Italy (e-mail: niculae.sebe@unitn.it)

A Fast Frequent Directions Algorithm for Low Rank Approximation: (Previous Title: Sparse Frequent Directions Algorithm for Low Rank Approximation) (Abstract)

Dan Teng , Mathematics, National University of Singapore, Singapore, Singapore Singapore (e-mail: tengdan@u.nus.edu)
Delin Chu , Mathematics, National University of Singapore, Singapore, Singapore Singapore (e-mail: matchudl@nus.edu.sg)

Piecewise Flat Embedding for Image Segmentation (Abstract)

Chaowei Fang , Dept. of Computer Science, The University of Hong Kong, HK, Hong Kong Hong Kong (e-mail: chwfang@connect.hku.hk)
Zicheng Liao , College of Computer Science, Zhejiang University, Hangzhou, Zhejiang China (e-mail: zliao@zju.edu.cn)
Yizhou Yu , Dept. of Computer Science, The University of Hong Kong, Pokfulam, Hong Kong Hong Kong (e-mail: yizhouy@acm.org)

Video Object Segmentation Without Temporal Information (Abstract)

Kevis-Kokitsi Maninis , Computer Vision Lab, ETHZ, Zürich, Zürich Switzerland 8092 (e-mail: kmaninis@vision.ee.ethz.ch)
Sergi Caelles , Computer Vision Lab, ETHZ, Zürich, Zürich Switzerland (e-mail: scaelles@vision.ee.ethz.ch)
Yuhua Chen , Computer Vision Lab, ETHZ, Zürich, Zürich Switzerland (e-mail: yuhua.chen@vision.ee.ethz.ch)
Jordi Pont-Tuset , Computer Vision Lab, ETHZ, Zürich, Zürich Switzerland 8092 (e-mail: jponttuset@vision.ee.ethz.ch)
Laura Leal-Taixe , Informatics, TU Munich, München, Bayern Germany (e-mail: leal.taixe@tum.de)
Daniel Cremers , Department of Computer Science, TU München, Munich, Bayern Germany 85748 (e-mail: cremers@tum.de)
Luc Van Gool , Computer Vision Laboratory, ETH Zurich, Zurich, Zurich Switzerland (e-mail: vangool@vision.ee.ethz.ch)

Content Aware Image Pre-Compensation (Abstract)

Jinwei Ye , Computer Science and Engineering, Louisiana State University, Baton Rouge, Louisiana United States 70803 (e-mail: jye@csc.lsu.edu)
Yu Ji , Computer and Information Sciences, University of Delaware, 5972 Newark, Delaware United States (e-mail: yuji@udel.edu)
Mingyuan Zhou , Computer and Information Science, University of Delaware, Newark, Delaware United States (e-mail: mzhou@udel.edu)
Sing Bing Kang , Microsoft Research, Microsoft Corporation, Redmond, Washington United States (e-mail: sbkang@microsoft.com)
Jingyi Yu , School of Information Science and Technology, ShanghaiTech University, 387433 Shanghai, Shanghai China (e-mail: yu@eecis.udel.edu)

Large Scale Image Segmentation with Structured Loss based Deep Learning for Connectome Reconstruction (PDF)

Jan Funke , Institut de Robotica i Informatica Industrial, Universitat Politecnica de Catalunya, 16767 Barcelona, Barcelona Spain (e-mail: jfunke@iri.upc.edu)
Fabian David Tschopp , n/a, Institut fur Neuroinformatik UZH/ETH, 30974 Zurich, ZH Switzerland (e-mail: tschopfa@student.ethz.ch)
William Grisaitis , Turaga Lab, Howard Hughes Medical Institute, Janelia Research Campus, Ashburn, Virginia United States (e-mail: grisaitisw@janelia.hhmi.org)
Arlo Sheridan , Turaga Lab, Howard Hughes Medical Institute, Janelia Research Campus, Ashburn, Virginia United States (e-mail: sheridana@janelia.hhmi.org)
Chandan Singh , Turaga Lab, Howard Hughes Medical Institute, Janelia Research Campus, Ashburn, Virginia United States (e-mail: singhc@janelia.hhmi.org)
Stephan Saalfeld , Saalfeld Lab, Howard Hughes Medical Institute, Janelia Research Campus, Ashburn, Virginia United States (e-mail: saalfelds@janelia.hhmi.org)
Srinivas C. Turaga , Turaga Lab, Howard Hughes Medical Institute, Janelia Research Campus, Ashburn, Virginia United States (e-mail: turagas@janelia.hhmi.org)

Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus (Abstract)

Runze Zhang , The Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Kowloon, Hong Kong Hong Kong (e-mail: rzhangaj@cse.ust.hk)
Siyu Zhu , A.I. Labs, Alibaba, Hangzhou, Zhejiang China (e-mail: siting.zsy@alibaba-inc.com)
Tianwei Shen , The Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Kowloon, Hong Kong Hong Kong (e-mail: tshenaa@cse.ust.hk)
Lei Zhou , The Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Kowloon, Hong Kong Hong Kong (e-mail: lzhouai@cse.ust.hk)
Zixin Luo , The Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Kowloon, Hong Kong Hong Kong (e-mail: zluoag@cse.ust.hk)
Tian Fang , Shenzhen Zhuke Innovation Technology, Shenzhen Zhuke Innovation Technology, Shenzhen, Guangzhou China (e-mail: fangtian@altizure.com)
Long Quan , The Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Kowloon, Hong Kong Hong Kong (e-mail: quan@cse.ust.hk)

A Deep Network Solution for Attention and Aesthetics Aware Photo Cropping (Abstract)

Wenguan Wang , Department of Computer Science, Beijing Institute of Technology, Beijing, Beijing China (e-mail: wenguanwang@bit.edu.cn)
Jianbing Shen , Department of Information Technology and Electrical Engineering, ETH Zurich, Zurich, Zurich Switzerland CH-8092 (e-mail: shenjianbing@bit.edu.cn)
Haibin Ling , Computer and Information Sciences, Temple University, Philadelphia, Pennsylvania United States (e-mail: hbling@temple.edu)

HeadFusion: 360° Head Pose tracking combining 3D Morphable Model and 3D Reconstruction (Abstract)

Yu Yu , Perception and Activity Understanding Group, Idiap Research Institute, 226188 Martigny, Valais Switzerland (e-mail: rainyucool@gmail.com)
Kenneth Funes Mora , Perception and Activity Understanding, Idiap Research Institute, 226188 Martigny, Valais Switzerland 1920 (e-mail: kenneth.funes@idiap.ch)
Jean-Marc Odobez , computer vision, IDIAP Research Institute, Martigny, Valais Switzerland (e-mail: odobez@idiap.ch)

Wasserstein CNN: Learning Invariant Features for NIR-VIS Face Recognition (Abstract)

Ran He , National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China 100190 (e-mail: rhe@nlpr.ia.ac.cn)
Xiang Wu , National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: alfredxiangwu@gmail.com)
Zhenan Sun , Center for Biometrics and Security Research, CAS Institute of Automation, Beijing, Beijing China 100190 (e-mail: znsun@nlpr.ia.ac.cn)
Tieniu Tan , NLPR, CASIA, Beijing 100080, Hunan China 100080 (e-mail: tnt@nlpr.ia.ac.cn)

DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation (PDF)

Guotai Wang , Center for Medical Image Computing, University College London, 4919 London, London United Kingdom of Great Britain and Northern Ireland (e-mail: guotai.wang.14@ucl.ac.uk)
Maria A. Zuluaga , Centre for Medical Image Computing, University College London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: maria.zuluaga@gmail.com)
Wenqi Li , Centre for Medical Image Computing, University College London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: wenqi.li@ucl.ac.uk)
Rosalind Pratt , Institute for Women's Health, University College London, 4919 London, London United Kingdom of Great Britain and Northern Ireland (e-mail: rosalind.pratt@ucl.ac.uk)
Premal A. Patel , Centre for Medical Image Computing, University College London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: premal.patel@ucl.ac.uk)
Michael Aertsen , Department of Radiology, University Hospitals KU Leuven, Leuven, Leuven Belgium (e-mail: michaelaertsen@gmail.com)
Tom Doel , Centre for Medical Image Computing, University College London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: t.doel@ucl.ac.uk)
Anna L. Divid , Institute for Women's Health, University College London, 4919 London, London United Kingdom of Great Britain and Northern Ireland (e-mail: a.david@ucl.ac.uk)
Jan Deprest , Department of Obstetrics, University Hospitals KU Leuven, Leuven, Leuven Belgium (e-mail: Jan.Deprest@uzleuven.be)
Sebastien Ourselin , Centre for Medical Image Computing, University College London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: s.ourselin@ucl.ac.uk)
Tom Vercauteren , Centre for Medical Image Computing, University College London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: t.vercauteren@ucl.ac.uk)

Pólya Urn Latent Dirichlet Allocation: a doubly sparse massively parallel sampler (Abstract)

Alexander Terenin , Mathematics, Imperial College London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: a.terenin17@imperial.ac.uk)
Mans Magnusson , Computer and Information Science, Linkopings universitet, 4566 Linkoping, Linkoping Sweden (e-mail: mons.magnusson@gmail.com)
Leif Jonsson , Computer and Information Science, Linkopings universitet Campus Norrkoping, 101031 Norrkoping, Linkoping Sweden (e-mail: leif.jonsson@ericsson.se)
David Draper , Applied Mathematics and Statistics, University of California Santa Cruz Department of Applied Mathematics and Statistics, 218530 Santa Cruz, California United States 95064-1077 (e-mail: draper@ucsc.edu)

Unifying Visual Attribute Learning with Object Recognition in a Multiplicative Framework (Abstract)

Kongming Liang , Chinese Academy of Sciences, Institute of Computing Technology, Beijing, Beijing China (e-mail: kongming.liang@vipl.ict.ac.cn)
Hong Chang , Chinese Academy of Sciences, Institute of Computing Technology, Beijing, Beijing China (e-mail: changhong@ict.ac.cn)
Bingpeng Ma , Chinese Academy of Sciences, Institute of Computing Technology, Beijing, Beijing China (e-mail: bingpeng.ma@vipl.ict.ac.cn)
Shiguang Shan , Institute of Computing Technology, Chinese Academy of Science, Haidian, Beijing China 100080 (e-mail: sgshan@ict.ac.cn)
Xilin Chen , Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing China 100080 (e-mail: xlchen@ict.ac.cn)

Feedback Convolutional Neural Network for Visual Localization and Segmentation (Abstract)

Chunshui Cao , Department of Automation, University Of Science And Technology Of China, Beijing, Beijing China (e-mail: ccs@mail.ustc.edu.cn)
Yongzhen Huang , National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: yzhuang@nlpr.ia.ac.cn)
Yi Yang , Institute of Deep Learning, Baidu Inc, 438127 Beijing, Beijing China (e-mail: yangyi05@baidu.com)
Liang Wang , Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: wangliang@nlpr.ia.ac.cn)
Zilei Wang , Automation, University of Science and Technology of China, Hefei, Anhui China 230027 (e-mail: zlwang@ustc.edu.cn)
Tieniu Tan , NLPR, CASIA, Beijing 100080, Hunan China 100080 (e-mail: tnt@nlpr.ia.ac.cn)

Error Backprojection Algorithms for Non-Line-of-Sight Imaging (Abstract)

Marco La Manna , Biostatistics and Medical Informatics, University of Wisconsin - Madison, Madison, Wisconsin United States 53706 (e-mail: marcolmn@gmail.com)
Fiona Kine , Biostatistics and Medical Informatics, University of Wisconsin - Madison, Madison, Wisconsin United States (e-mail: kine@wisc.edu)
Eric Breitbach , Biostatistics and Medical Informatics, University of Wisconsin - Madison, Madison, Wisconsin United States (e-mail: ebreitbach2@wisc.edu)
Jonathan Jackson , Physics, University of California Berkeley Research, 140239 Berkeley, California United States (e-mail: jonathanj@berkeley.edu)
Talha Sultan , Biostatistics and Medical Informatics, University of Wisconsin - Madison, Madison, Wisconsin United States (e-mail: tsultan@wisc.edu)
Andreas Velten , Biostatistics and Medical Informatics, University of Wisconsin - Madison, Madison, Wisconsin United States (e-mail: velten@gmail.com)

Mask R-CNN (Abstract)

Kaiming He , AI Research, Facebook Inc, 342996 Menlo Park, California United States 94025-1452 (e-mail: kmh.kaiminghe@gmail.com)
Georgia Gkioxari , AI Research, Facebook Inc, 342996 Menlo Park, California United States (e-mail: gkioxari@eecs.berkeley.edu)
Piotr Dollar , AI Research, Facebook Inc, 342996 Menlo Park, California United States (e-mail: pdollar@gmail.com)
Ross Girshick , -, Facebook Inc, 342996 Seattle, Washington United States (e-mail: rbg@fb.com)

Few-Example Object Detection with Model Communication (Abstract)

Xuanyi Dong , Centre for Artificial Intelligence, University of Technology Sydney, Sydney, New South Wales Australia (e-mail: dongxuanyi888@icloud.com)
Liang Zheng , QCIS, University of Technology Sydney, Sydney, New South Wales Australia 2007 (e-mail: liangzheng06@gmail.com)
Fan Ma , Ministry of Education Key Lab of Intelligent Networks and Network Security, Xi'an Jiaotong University, Xi'an, Shaanxi China (e-mail: flower.fan@foxmail.com)
Yi Yang , Centre for Artificial Intelligence, UTS, Ultimo, New South Wales Australia (e-mail: Yi.Yang@uts.edu.au)
Deyu Meng , Faculty of Science, Institute for Information and System Science, Xi'an, Shaan'xi China 710049 (e-mail: dymeng@mail.xjtu.edu.cn)

Light Field Reconstruction Using Convolutional Network on EPI and Extended Applications (Abstract)

Gaochang Wu , the State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, 12434 Shenyang, Liaoning China (e-mail: ahwgc2009@163.com)
Yebin Liu , Automation Department, Tsinghua University, Beijing, Beijing China (e-mail: liuyebin@tsinghua.edu.cn)
Lu Fang , Graduate Scool in Shenzhen, Graduate Scool in Shenzhen, Tsinghua University, Shenzhen, Guangdong China (e-mail: fanglu@sz.tsinghua.edu.cn)
Qionghai Dai , Automation Department, beijing, beijing China (e-mail: qionghaida@tsinghua.edu.cn)
Tianyou Chai , Department of Automation, Northeastern University, 12434 Shenyang, Liaoning China (e-mail: tychai@mail.neu.edu.cn)

Predicting the Driver's Focus of Attention: the DR(eye)VE Project (Abstract)

Andrea Palazzi , Engineering, Universita degli Studi di Modena e Reggio Emilia Dipartimento di Ingegneria Enzo Ferrari, 204488 Modena, Modena Italy (e-mail: andrea.palazzi@unimore.it)
Davide Abati , Engineering, Universita degli Studi di Modena e Reggio Emilia Dipartimento di Ingegneria Enzo Ferrari, 204488 Modena, Modena Italy (e-mail: davide.abati@unimore.it)
Simone Calderara , DII, University of Modena and Reggio Emilia, Modena, MO Italy 41125 (e-mail: simone.calderara@unimore.it)
Francesco Solera , DIEF - Department of Engineering, University of Modena and Reggio Emilia, Modena, MO Italy 41125 (e-mail: francesco.solera@unimore.it)
Rita Cucchiara , DIEF, University of Modena and Reggio Emilia, Modena, MO Italy 41100 (e-mail: rita.cucchiara@unimore.it)

Density-Preserving Hierarchical EM Algorithm: Simplifying Gaussian Mixture Models for Approximate Inference (Abstract)

Lei Yu , Department of Computer Science, City University of Hong Kong, 53025 Kowloon Tong, Hong Kong Hong Kong (e-mail: leiyu6-c@my.cityu.edu.hk)
Tianyu Yang , Department of Computer Science, City University of Hong Kong, 53025 Kowloon Tong, Hong Kong Hong Kong (e-mail: tianyyang8-c@my.cityu.edu.hk)
Antoni B. Chan , Dept. of Computer Science, City University of Hong Kong, Kowloon Tong, n/a Hong Kong (e-mail: abchan@cityu.edu.hk)

Efficient Learning-Free Keyword Spotting (Abstract)

George Retsinas , Institute of Informatics and Telecommunications, National Centre for Scientific Research-Demokritos, 54572 Athens, Aghia Paraskevi Greece 153 10 (e-mail: georgeretsi@iit.demokritos.gr)
Georgios Louloudis , Institute of Informatics and Telecommunications, National Centre for Scientific Research-Demokritos, 54572 Athens, Aghia Paraskevi Greece (e-mail: louloud@iit.demokritos.gr)
Nikolaos Stamatopoulos , Institute of Informatics and Telecommunications, National Centre for Scientific Research-Demokritos, 54572 Athens, Aghia Paraskevi Greece (e-mail: nstam@iit.demokritos.gr)
Basilios Gatos , Institute of Informatics and Telecommunications, National Center for Scientific Research, Athens, - Greece (e-mail: bgat@iit.demokritos.gr)

lp-Box ADMM: A Versatile Framework for Integer Programming (Abstract)

Baoyuan Wu , Electrical Engineering and Computer Science, King Abdullah University of Science and Technology, 127355 Thuwal, Jeddah Saudi Arabia (e-mail: wubaoyuan1987@gmail.com)
Bernard Ghanem , Electrical Engineering and Computer Science, King Abdullah University of Science and Technology, Thuwal, Jeddah Saudi Arabia (e-mail: bernard.ghanem@kaust.edu.sa)

Differential Geometry in Edge Detection: accurate estimation of position, orientation and curvature (Abstract)

Benjamin B. Kimia , Engineering, Brown University, Providence, Rhode Island United States (e-mail: kimia@lems.brown.edu)
Xiaoyan Li , Engineering, Brown University, Providence, Rhode Island United States (e-mail: xiaoyan.li@vipl.ict.ac.cn)
Yuliang Guo , Engineering, Brown University, Providence, Rhode Island United States (e-mail: yuliang_guo@brown.edu)
Amir Tamrakar , Vision Technologies, SRI International, 5426 Menlo Park, California United States (e-mail: amir.tamrakar@sri.com)

Fine-tuning CNN Image Retrieval with No Human Annotation (Abstract)

Filip Radenovic , Visual Recognition Group, Ceske Vysoke Uceni Technicke v Praze, 48220 Praha, Czech Republic Czech Republic (e-mail: filip.radenovic@cmp.felk.cvut.cz)
Giorgos Tolias , Visual Recognition Group, Ceske Vysoke Uceni Technicke v Praze, 48220 Praha, Czech Republic Czech Republic (e-mail: giorgos.tolias@cmp.felk.cvut.cz)
Ondrej Chum , Visual Recognition Group, Ceske Vysoke Uceni Technicke v Praze, 48220 Praha, Czech Republic Czech Republic (e-mail: chum@cmp.felk.cvut.cz)

Salient Object Detection with Recurrent Fully Convolutional Networks (Abstract)

Linzhao Wang , School of Information and Communication Engineering, Dalian University of Technology, 12399 Dalian, Liaoning China (e-mail: linzertling@gmail.com)
Lijun Wang , Information and Communication Engineering, Dalian University of Technology, 12399 Dalian, Liaoning China 116024 (e-mail: xingkong19890806@gmail.com)
Huchuan Lu , School of Information and Comunicaiton Engineering, Dalian univ. of Tech., dalian, Liaoning China (e-mail: lhchuan@dlut.edu.cn)
Pingping Zhang , School of Information and Communication Engineering, Dalian University of Technology, 12399 Dalian, Liaoning China (e-mail: jssxzhpp@gmail.com)
Xiang Ruan , CEO, Tiwaki.Co., Ltd, Kusatsu, Shiga Japan (e-mail: ruanxiang@gmail.com)

Salient Subsequence Learning for Time Series Clustering (Abstract)

Qin Zhang , QCIS, University of Technology Sydney, Sydney, New South Wales Australia (e-mail: qin.zhang@student.uts.edu.au)
Jia Wu , Department of Computing, Macquarie University, Sydney, New South Wales Australia 2109 (e-mail: jia.wu@mq.edu.au)
Peng Zhang , Faculty of Engineering and Information Technology, University of Technology Sydney, 1994 Sydney, New South Wales Australia (e-mail: pengzhang04@gmail.com)
Guodong Long , QCIS, University of Technology, Sydney, Sydney, New South Wales Australia (e-mail: Guodong.Long@uts.edu.au)
Chengqi Zhang , Centre for quantum computation and intelligent systems, University of Technology, Sydney, Sydney, New South Wales Australia 2007 (e-mail: Chengqi.Zhang@uts.edu.au)

Opening the Black Box: Hierarchical Sampling Optimization for Hand Pose Estimation (Abstract)

Danhang Tang , Electrical and Electronic Engineering, Imperial College London, London, London United Kingdom of Great Britain and Northern Ireland SW7 2AZ (e-mail: danhang.tang@gmail.com)
Qi Ye , Electrical and Electronic Engineering, Imperial College London, 4615 London, London United Kingdom of Great Britain and Northern Ireland (e-mail: q.ye14@imperial.ac.uk)
Jonathan Taylor , PerceptiveIO, PerceptiveIO, San Francisco, California United States (e-mail: jtaylor@perceptiveio.com)
Shanxin Yuan , Electrical Engineering, Imperial College London, 4615 London, London United Kingdom of Great Britain and Northern Ireland (e-mail: s.yuan14@imperial.ac.uk)
Pushmeet Kohli , Electrical and Electronic Engineering, Microsoft Research, Cambridge, Cambridgeshire United Kingdom of Great Britain and Northern Ireland (e-mail: pushmeet@outlook.com)
Cem Keskin , perceptiveIO, perceptiveIO, San Francisco, California United States (e-mail: cem.kskn@gmail.com)
Tae-Kyun Kim , EEE, Imperial College, London, N/A United Kingdom of Great Britain and Northern Ireland (e-mail: tk.kim@imperial.ac.uk)
Jamie Shotton , Cambridge, Microsoft Research, Cambridge, Cambridgeshire United Kingdom of Great Britain and Northern Ireland CB3 0FB (e-mail: jamiesho@microsoft.com)

Globally-Optimal Inlier Set Maximisation for Camera Pose and Correspondence Estimation (Abstract)

Dylan John Campbell , College of Engineering and Computer Science, The Australian National University, Acton, Australian Capital Territory Australia (e-mail: dylan.campbell@anu.edu.au)
Lars Petersson , College of Engineering and Computer Science, The Australian National University, Acton, Australian Capital Territory Australia (e-mail: lars.petersson@anu.edu.au)
Laurent Kneip , School of Information Science and Technology, ShanghaiTech University, 387433 Pudong, Shanghai China (e-mail: lkneip@shanghaitech.edu.cn)
Hongdong Li , College of Engineering and Computer Science, The Australian National University, Acton, Australian Capital Territory Australia (e-mail: Hongdong.Li@anu.edu.au)

Safe Classification With Augmented Features (Abstract)

Chenping Hou , College of Science, National University of Defense Technology, Changsha, Hunan China (e-mail: hcpnudt@hotmail.com)
Ling-Li Zeng , College of Mechatronics and Automation, National University of Defense Technology, Changsha, Hunan China (e-mail: lingl.zeng@gmail.com)
Dewen Hu , Department of Automatic Control, College of Mechatronics and Automation, National University of Defense Technology, Changsha, Hunan China (e-mail: dwhu@nudt.edu.cn)

On Detection, Data Association and Segmentation for Multi-target Tracking (Abstract)

Yicong Tian , Computer Science, University of Central Florida, Orlando, Florida United States (e-mail: tyc.cong@gmail.com)
Afshin Dehghan , School of Electric Engineering and Computer Science, University of Central Florida, Orlando, Florida United States (e-mail: adehghan@cs.ucf.edu)
Mubarak Shah , Center for Research in Computer Vision, University of Central Florida, Orlando, Florida United States (e-mail: shah@crcv.ucf.edu)

Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly (Abstract)

Michael Opitz , Institute for Computer Graphics and Vision, Graz University of Technology, Graz, Styria Austria (e-mail: michael.opitz@icg.tugraz.at)
Georg Waltner , Institute for Computer Graphics and Vision, Technische Universitat Graz, 27253 Graz, Steiermark Austria (e-mail: waltner@icg.tugraz.at)
Horst Possegger , Institute for Computer Graphics and Vision, Graz University of Technology, Graz, Styria Austria 8010 (e-mail: possegger@icg.tugraz.at)
Horst Bischof , Institut for Computer Graphics and Vision, Graz University of Technology, Graz, Styria Austria A-8010 (e-mail: bischof@icg.tugraz.at)

PsyPhy: A Psychophysics Driven Evaluation Framework for Visual Recognition (Abstract)

Brandon RichardWebster , Computer Science & Engineering, University of Notre Dame, Notre Dame, Indiana United States (e-mail: brichar1@nd.edu)
Samuel Anthony , Department of Psychology, Harvard University, Cambridge, Massachusetts United States (e-mail: santhony@wjh.harvard.edu)
Walter Scheirer , Computer Science & Engineering, University of Notre Dame, 6111 Notre Dame, Indiana United States (e-mail: walter.scheirer@nd.edu)

Outlier Detection for Robust Multi-dimensional Scaling (Abstract)

Leonid Blouvshtein , Computer Science, Tel Aviv University Blavatnik School of Computer Science, 208983 Tel Aviv, None Israel 69978 (e-mail: leonidbl91@gmail.com)
Daniel Cohen-Or , computer science, Tel-Aviv University, Tel-Aviv, Israel Israel 69978 (e-mail: dcor@tau.ac.il)

Deep Collaborative Embedding for Social Image Understanding (Abstract)

Zechao Li , School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu China 210094 (e-mail: zechao.li@njust.edu.cn)
Jinhui Tang , School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu China 210094 (e-mail: tangjh1981@acm.org)
Tao Mei , Internet Media Group, Microsoft Research Asia, Beijing, Beijing China 100190 (e-mail: tmei@live.com)

Distance Encoded Product Quantization for Approximate K-Nearest Neighbor Search in High-Dimensional Space (Abstract)

Jae-Pil Heo , Dept. of Software, Sungkyunkwan University, Suwon, Gyeonggi-do Korea (the Republic of) 16419 (e-mail: jaepilheo@gmail.com)
Zhe Lin , Advanced Technology Labs, Adobe Systems Incorporated, San Jose, California United States (e-mail: zlin@adobe.com)
Sung-Eui Yoon , Computer Science, KAIST, Korea Advanced Institute of Science and Technology, DaeJeon, Chungchung Korea, Republic of 305 701 (e-mail: sungeui@gmail.com)

Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks (Abstract)

Tianfan Xue , Google Research, Google Inc, 93176 Mountain View, California United States (e-mail: tfxue@mit.edu)
Jiajun Wu , Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, Massachusetts United States (e-mail: jiajunwu@mit.edu)
Katherine Bouman , Harvard-Smithsonian Center for Astrophysics, Harvard University, Cambridge, Massachusetts United States (e-mail: klbouman@mit.edu)
William Freeman , Electrical Engineering and Computer Science, Massachusetts Institute of Technology, 2167 Cambridge, Massachusetts United States (e-mail: billf@mit.edu)

Image Deblurring with a Class-Specific Prior (Abstract)

Saeed Anwar , College of Engineering and Computer Science, Australian National University College of Engineering and Computer Science, 213523 Canberra, Australian Capital Territory Australia 02601 (e-mail: saeedanwarcse@gmail.com)
Cong Phuoc Huynh , Research School of Engineering, The Australian National University, Canberra, Australian Capital Territory Australia (e-mail: cong.huynh@nicta.com.au)
Fatih Porikli , Computer Vision, Mitsubishi Electric Research Labs, Cambridge, Massachusetts United States 02472 (e-mail: fatih.porikli@anu.edu.au)

Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly (Abstract)

Yongqin Xian , Computer Vision and Multimodal Computing, Max Planck Institute Informatik, Saarbruecken, Saarland Germany (e-mail: yxian@mpi-inf.mpg.de)
Christoph H. Lampert , Computer Vision and Machine Learning Group, IST Austria, Klosterneuburg, Austria (e-mail: chl@ist.ac.at)
Bernt Schiele , D2, MPI Informatics, Saabrucken, Saarland Germany (e-mail: schiele@mpi-inf.mpg.de)
Zeynep Akata , D2, Max Planck Institute for Informatics, Saarbrucken, Saarland Germany 66123 (e-mail: akata@mpi-inf.mpg.de)

Packing Convolutional Neural Networks in the Frequency Domain (Abstract)

Yunhe Wang , School of Electrical Engineering and Computer Science, Peking University, 12465 Beijing, Beijing China (e-mail: wangyunhe@pku.edu.cn)
Chang Xu , Engineering and Information Technologies, University of Sydney, Sydney, New South Wales Australia (e-mail: changxu1989@gmail.com)
Chao Xu , Key Laboratory of Machine Perception (Ministry of Education), Peking University, Beijing, Beijing China (e-mail: xuchao@cis.pku.edu.cn)
Dacheng Tao , Engineering and Information Technologies, University of Sydney, 4334 Sydney, New South Wales Australia (e-mail: dacheng.tao@sydney.edu.au)

Solving Square Jigsaw Puzzle by Hierarchical Loop Constraints (Abstract)

Kilho Son , Vision and Learning Laboratory, SRI International, 5426 Princeton, New Jersey United States (e-mail: kilho.son@gmail.com)
James Hays , Interactive Computing, Georgia Institute of Technology, 1372 Atlanta, Georgia United States 30332-0002 (e-mail: hays@gatech.edu)
David B. Cooper , School of Engineering, Brown University, Providence, Rhode Island United States 02912 (e-mail: davidbencooper@gmail.com)

Scattering Networks for Hybrid Representation Learning (Abstract)

Edouard Oyallon , Centre de Vision Numérique, CentraleSupelec, 435940 Gif-sur-Yvette, Île de france France (e-mail: edouard.oyallon@centralesupelec.fr)
Sergey Zagoruyko , Paris, Ecole des Ponts ParisTech, 52835 Marne-la-Vallee, Ile-de-France France (e-mail: sergey.zagoruyko@enpc.fr)
Gabriel Huang , CS & OR, Université de Montréal, Montréal, Quebec Canada (e-mail: gabriel.huang@umontreal.ca)
Nikos Komodakis , Paris, Ecole des Ponts ParisTech, 52835 Marne-la-Vallee, Ile-de-France France (e-mail: nikos.komodakis@enpc.fr)
Simon Lacoste-Julien , CS & OR, Université de Montréal, Montréal, Quebec Canada (e-mail: slacoste@iro.umontreal.ca)
Matthew B. Blaschko , Department of Electrical Engineering (ESAT), KU Leuven, Leuven, Flemish Brabant Belgium (e-mail: matthew.blaschko@esat.kuleuven.be)
Eugene Belilovsky , CS & OR, Université de Montréal, Montréal, Quebec Canada (e-mail: eugene.belilovsky@inria.fr)

Dominant Sets for “Constrained” Image Segmentation (Abstract)

Eyasu Zemene Mequanint , Computer Science, Universita Ca Foscari, 19047 Venezia, Venezia Italy 30172 (e-mail: eyasu201011@gmail.com)
Leulseged Tesfaye Alemu , DAIS, Universita Ca' Foscari, 19047 Venezia, VENEZIA Italy 30123 (e-mail: leule24@gmail.com)
Marcello Pelillo , Computer Science, Universita Ca Foscari, 19047 Venezia, Venezia Italy (e-mail: pelillo@unive.it)

Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers (Abstract)

quanming yao , CSE, Hong Kong University of Science and Technology, 58207 Kowloon, hong kong Hong Kong (e-mail: quanmingyao@gmail.com)
James. T. Kwok , CSE, HKUST, HK, HK Hong Kong (e-mail: jamesk@cse.ust.hk)
Tai-Feng Wang , Internet Economics & Computational Advertising Group, Microsoft Research Asia, Beijing, Beijing China (e-mail: taifengw@microsoft.com)
Tie-Yan Liu , Web Search and Mining Group, Microsoft Research Asia, Beijing, Beijing China 100080 (e-mail: tie-yan.liu@microsoft.com)

StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks (Abstract)

Han Zhang , Computer Science, Rutgers The State University of New Jersey, 242612 New Brunswick, New Jersey United States 08901-8554 (e-mail: zhanghan8788@gmail.com)
Tao Xu , Computer Science & Engineering, Lehigh University, Bethlehem, Pennsylvania United States 18015 (e-mail: lehigh.tao@gmail.com)
Hongsheng Li , Electronic Engineering, The Chinese University of Hong Kong, Shatin, N.T. Hong Kong (e-mail: hsli@ee.cuhk.edu.hk)
Shaoting Zhang , Computer Science, UNC Charlotte, Char, North Carolina United States 28027 (e-mail: shaoting@cs.rutgers.edu)
Xiaogang Wang , Department of Electronic Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong Hong Kong (e-mail: xgwang@ee.cuhk.edu.hk)
Xiaolei Huang , Computer Science and Engineering, Lehigh University, Bethlehem, Pennsylvania United States 18015 (e-mail: xih206@lehigh.edu)
Dimitris N. Metaxas , Computer Science, Rutgers The State University of New Jersey, Piscataway, New Jersey United States 08854-8019 (e-mail: dnm@cs.rutgers.edu)

ThiNet: Pruning CNN Filters for a Thinner Net (Abstract)

Jian-Hao Luo , Dept of Computer Science and Technology, Nanjing University, Nanjing, Jiangsu China (e-mail: luojh@lamda.nju.edu.cn)
Hao Zhang , Nanjing University, National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu China (e-mail: zhangh@lamda.nju.edu.cn)
Hong-Yu Zhou , Dept of Computer Science and Technology, Nanjing University, Nanjing, Jiangsu China (e-mail: zhouhy@lamda.nju.edu.cn)
Chen-Wei Xie , Dept of Computer Science and Technology, Nanjing University, Nanjing, Jiangsu China (e-mail: xiecw@lamda.nju.edu.cn)
Jianxin Wu , Dept of Computer Science and Technology, Nanjing University, Nanjing, Jiangsu China (e-mail: wujx2001@gmail.com)
Weiyao Lin , Electronic Engineering, Shanghai Jiao Tong University, Shanghai, ShangHai China (e-mail: wylin@sjtu.edu.cn)

Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach (Abstract)

Mai Xu , School of Electronic and Information Engineering, Beihang Univ., Beijing, Beijing China (e-mail: MaiXu@buaa.edu.cn)
Yuhang Song , School of Electronic and Information Engineering, Beihang Univ., Beijing, Beijing China (e-mail: yuhangsong2017@gmail.com)
Jianyi Wang , School of Electronic and Information Engineering, Beihang Univ., Beijing, Beijing China (e-mail: IceClearWJY@buaa.edu.cn)
MingLang Qiao , School of Electronic and Information Engineering, Beihang Univ., Beijing, Beijing China (e-mail: MinglangQiao@buaa.edu.cn)
Liangyu Huo , School of Electronic and Information Engineering, Beihang Univ., Beijing, Beijing China (e-mail: huoliangyu@buaa.edu.cn)
Zulin Wang , EE, Beihang University, Beijing, Beijing China (e-mail: wzulin@buaa.edu.cn)

Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning (Abstract)

Takeru Miyato , Research and Development, Preferred Networks, Inc., Chiyoda-ku, Tokyo Japan (e-mail: takeru.miyato@gmail.com)
Shin-Ichi Maeda , Informatics, Kyoto University, Sakyo-ku, Kyoto Japan (e-mail: ichi@preferred.jp)
Shin Ishii , Informatics, Kyoto University, Sakyo-ku, Kyoto Japan (e-mail: ishii@i.kyoto-u.ac.jp)
Masanori Koyama , Mathematics, Ritsumeikan University, Kusatsu, Kyoto Japan (e-mail: mkoyama@fc.ritsumei.ac.jp)

A Kronecker Product Model for Repeated Pattern Detection on 2D Urban Images (Abstract)

Juan Liu , Research, Google Inc, 93176 New York, New York United States (e-mail: juanliu.ustc@gmail.com)
Emmanouil Psarakis , Computer Engineering & Informatics, Patras, Rio Greece (e-mail: psarakis@ceid.upatras.gr)
Yang Feng , Yang Feng, Columbia University, New York, New York United States 10027 (e-mail: yang.feng@columbia.edu)
Ioannis Stamos , Computer Science, Hunter College of CUNY, New York, New York United States 10021 (e-mail: istamos@hunter.cuny.edu)

Interpreting Deep Visual Representations via Network Dissection (Abstract)

Bolei Zhou , EECS, MIT, Cambridge, Massachusetts United States (e-mail: zhoubolei@gmail.com)
David Bau , EECS, MIT, Cambridge, Massachusetts United States (e-mail: davidbau@mit.edu)
Aude Oliva , CSAIL, CSAIL, Cambridge, Massachusetts United States (e-mail: oliva@mit.edu)
Antonio Torralba , EECS, MIT, Cambridge, Massachusetts United States (e-mail: torralba@mit.edu)

Max-Margin Majority Voting for Learning from Crowds (Abstract)

Tian Tian , Computer Science and Technology, Tsinghua University, 12442 Beijing, Beijing China (e-mail: rossowhite@163.com)
Jun Zhu , Computer Science and Technology, Tsinghua University, 12442 Beijing, Beijing China (e-mail: dcszj@mail.tsinghua.edu.cn)
You Qiaoben , Computer Science and Technology, Tsinghua University, 12442 Beijing, Beijing China (e-mail: qby_222@126.com)

Fast Multi-Instance Multi-Label Learning (Abstract)

Sheng-Jun Huang , College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, 47854 Nanjing, Jiangsu China (e-mail: huangsj@nuaa.edu.cn)
Wei Gao , National Key Laboratory of Novel Software Technology, Nanjing University, Nanjing, Jiangsu China (e-mail: gaow@lamda.nju.edu.cn)
Zhi-Hua Zhou , National Key Lab for Novel Software Technology, Nanjing University, Nanjing, Jiangsu China (e-mail: zhouzh@lamda.nju.edu.cn)

Generalizable Data-free Objective for Crafting Universal Adversarial Perturbations (Abstract)

Konda Reddy Mopuri , Computational and Data Sciences, Indian Institute of Science, Bangalore, Karnataka India (e-mail: kondamopuri@iisc.ac.in)
Aditya Ganeshan , CDS, Indian Institute of Science, Bangalore, Karnataka India 560012 (e-mail: adityaganeshan@gmail.com)
Venkatesh Babu Radhakrishnan , Department of Computational and Data Sciences, Indian Institute of Science, BANGALORE, Karnataka India 560012 (e-mail: venky@iisc.ac.in)

Efficient Training for Positive Unlabeled Learning (Abstract)

Emanuele Sansone , Department of Information Engineering and Computer Science, Universita degli Studi di Trento, 19034 Trento, Trento Italy (e-mail: e.sansone@unitn.it)
Francesco G.B. De Natale , University of Trento, Universita degli Studi di Trento, 19034 Trento, Trento Italy (e-mail: francesco.denatale@unitn.it)
Zhi-Hua Zhou , National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu Pronvince China 210093 (e-mail: zhouzh@nju.edu.cn)

Cross-Generation Kinship Verification with Sparse Discriminative Metric (Abstract)

Shuyang Wang , Electrical & Computer Engineering, Northeastern University, 1848 Boston, Massachusetts United States (e-mail: wangshuy1991@gmail.com)
Zhengming Ding , Electrical & Computer Engineering, Northeastern University, 1848 Boston, Massachusetts United States (e-mail: allanding@ece.neu.edu)
Yun Fu , ECE, Northeastern University, Boston, Massachusetts United States (e-mail: yunfu@ece.neu.edu)

A Generic Multi-Projection-Center Model and Calibration Method for Light Field Cameras (Abstract)

Qi Zhang , School of Computer Science, Northwestern Polytechnical University, Xi'an, Shaanxi China (e-mail: nwpuqzhang@gmail.com)
Chunping Zhang , School of Computer Science, Northwestern Polytechnical University, 26487 Xi'an, Shaanxi China (e-mail: 724495506@qq.com)
Jinbo Ling , School of Computer Science, Northwestern Polytechnical University, 26487 Xi'an, Shaanxi China (e-mail: 312620756@qq.com)
Qing Wang , School of Computer Science, Northwestern Polytechnical University, Xi'an, Shaanxi China (e-mail: qwang@nwpu.edu.cn)
Jingyi Yu , School of Information Science and Technology, ShanghaiTech University, 387433 Shanghai, Shanghai China (e-mail: yu@eecis.udel.edu)

Ticker: An Adaptive Single-Switch Text Entry Method for Visually Impaired Users (Abstract)

Emli-Mari Nel , Research, Inference Engine, Stellenbosch, Western Cape South Africa (e-mail: emlimari.nel@gmail.com)
Per Ola Kristensson , Engineering, University of Cambridge, Cambridge, Cambridgeshire United Kingdom of Great Britain and Northern Ireland (e-mail: pok21@cam.ac.uk)
David MacKay , Engineering, University of Cambridge, 2152 Cambridge, Cambridgeshire United Kingdom of Great Britain and Northern Ireland (e-mail: djcm1@cam.ac.uk)

Convolutional neural network architecture for geometric matching (Abstract)

Ignacio Rocco , Departement d'Informatique, INRIA / ENS, Paris, Ile de France France (e-mail: ignacio.rocco@inria.fr)
Relja Arandjelovic , Research, DeepMind, London, England United Kingdom of Great Britain and Northern Ireland (e-mail: relja@google.com)
Josef Sivic , Departement d'Informatique, INRIA / ENS, Paris, Ile de France France (e-mail: Josef.Sivic@ens.fr)

Flow Fields: Dense Correspondence Fields for Highly Accurate Large Displacement Optical Flow Estimation (PDF)

Christian Bailer , Augmented Vision, Deutsches Forschungszentrum fur Kunstliche Intelligenz GmbH, 40120 Kaiserslautern, Rheinland-Pfalz Germany 67663 (e-mail: christian.bailer@dfki.de)
Bertram Taetz , Augmented Vision, Deutsches Forschungszentrum fur Kunstliche Intelligenz GmbH, 40120 Kaiserslautern, Rheinland-Pfalz Germany (e-mail: bertram.taetz@dfki.de)
Didier Stricker , Augmented Vision, Deutsches Forschungszentrum fur Kunstliche Intelligenz GmbH, 40120 Kaiserslautern, Rheinland-Pfalz Germany (e-mail: didier.stricker@dfki.de)

Robust Visual Tracking via Hierarchical Convolutional Features (Abstract)

Chao Ma , Computer Science, Adelaide, South Australia Australia (e-mail: c.ma@adelaide.edu.au)
Jia-Bin Huang , Electrical and Computer Engineering, Virginia Tech, Blacksburg, Virginia United States (e-mail: jbhuang@vt.edu)
Xiaokang Yang , Institute of Image Communication and Network Engineering, Shanghai, Shanghai China (e-mail: xkyang@sjtu.edu.cn)
Ming-Hsuan Yang , EECS, University of California at Merced, Merced, California United States 95344 (e-mail: mhyang@ucmerced.edu)

Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks (Abstract)

Wei-Sheng Lai , Department of EECS, University of California Merced, 33244 Merced, California United States (e-mail: wlai24@ucmerced.edu)
Jia-Bin Huang , Electrical and Computer Engineering, Virginia Tech, Blacksburg, Virginia United States (e-mail: jbhuang@vt.edu)
Narendra Ahuja , Electrical and Computer Engineering, University of Illinois, Urbana-Champaign, Urbana, Illinois United States (e-mail: n-ahuja@illinois.edu)
Ming-Hsuan Yang , EECS, University of California at Merced, Merced, California United States 95344 (e-mail: mhyang@ucmerced.edu)

Early Action Prediction by Soft Regression (Abstract)

Jian-Fang Hu , School of Data and Computer Science, Sun Yat-Sen University, Guangzhou, Guangdong China (e-mail: hujianf5@mail.sysu.edu.cn)
Wei-Shi Zheng , Department of Computer Science, SUN YAT-SEN University, Guangzhou, Guangdong China (e-mail: wszheng@ieee.org)
Lianyang Ma , Tencent AI Lab, Beijing, Beijing China (e-mail: leonlyma@tencent.com)
Gang Wang , School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore Singapore (e-mail: gangwang6@gmail.com)
Jian-Huang Lai , School of Data and Computer Science, Sun Yat-sen University, Guangzhou, Guangdong China 510275 (e-mail: stsljh@mail.sysu.edu.cn)
Jianguo Zhang , School of Science and Engineering (Computing), Londun, Londun United Kingdom of Great Britain and Northern Ireland (e-mail: j.n.zhang@dundee.ac.uk)

Pixel Objectness: Learning to Segment Generic Objects Automatically in Images and Videos (Abstract)

Bo Xiong , Computer Science, University of Texas at Austin, 12330 Austin, Texas United States 78712-1139 (e-mail: bxiong@cs.utexas.edu)
Suyog Jain , Computer Sciences, University of Texas at Austin College of Natural Sciences, 118710 Austin, Texas United States (e-mail: suyog@cs.utexas.edu)
Kristen Grauman , Computer Sciences, University of Texas at Austin, Austin, Texas United States 78712 (e-mail: grauman@cs.utexas.edu)

Hierarchical binary CNNs for landmark localization with limited resources (PDF)

Adrian Bulat , Computer Vision Laboratory, The University of Nottingham, Nottingham, Nottinghamshire United Kingdom of Great Britain and Northern Ireland (e-mail: adrian.bulat@nottingham.ac.uk)
Yorgos Tzimiropoulos , Computer Vision Laboratory, University of Nottingham School of Computer Science, 200483 Nottingham, Nottinghamshire United Kingdom of Great Britain and Northern Ireland (e-mail: yorgos.tzimiropoulos@nottingham.ac.uk)

Personalized Saliency and Its Prediction (Abstract)

Yanyu Xu , SIST, ShanghaiTech University, 387433 Shanghai, Shanghai China (e-mail: xuyy2@shanghaitech.edu.cn)
Shenghua Gao , ShanghaiTech University, ShanghaiTech University, Shanghai, Shanghai China (e-mail: gaoshh@shanghaitech.edu.cn)
Junru Wu , SIST, ShanghaiTech University, shanghai, Shanghai China (e-mail: wujr1@shanghaitech.edu.cn)
Nianyi Li , Computer and Information Sciences, University of Delaware, Newark, Delaware United States 19716 (e-mail: nianyi@udel.edu)
Jingyi Yu , EECS, University of Delaware, Newark, Delaware United States (e-mail: yu@eecis.udel.edu)

Semi-supervised Domain Adaptation by Covariance Matching (Abstract)

Limin Li , Mathematics, Xi'an Jiaotong University, Xi'an, Shaanxi China (e-mail: liminli@mail.xjtu.edu.cn)
Zhenyue Zhang , Depart of Mathematics, Zhejiang University, Hangzhou, Zhejiang China 310027 (e-mail: zyzhang@zju.edu.cn)

Video Imprint (Abstract)

Zhanning Gao , Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, Shaanxi China (e-mail: zhanninggao@gmail.com)
Le Wang , Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, Shaanxi China 710049 (e-mail: lewang@mail.xjtu.edu.cn)
Nebojsa Jojic , Microsoft Research, Microsoft Corporation, Redmond, Washington United States (e-mail: jojic@microsoft.com)
Zhenxing Niu , Machine Intelligence Technology, Alibaba Group, Hangzhou, Zhejiang China (e-mail: zhenxing.nzx@alibaba-inc.com)
Nanning Zheng , Institute of Artificial Intelligence and Robotics, Xi'anJiaotongUniv, Xi'an, Shaanxi China (e-mail: nnzheng@mail.xjtu.edu.cn)
Gang Hua , Microsoft Research, Microsoft Corp, 6834 Redmond, Washington United States 98073-9715 (e-mail: ganghua@gmail.com)

Semi-Supervised Video Object Segmentation with Super-Trajectories (Abstract)

Wenguan Wang , Department of Computer Science, Beijing Institute of Technology, Beijing, Beijing China (e-mail: wenguanwang@bit.edu.cn)
Jianbing Shen , Department of Computer Science, Beijing Institute of Technology, Beijing, Beijing China (e-mail: shenjianbing@bit.edu.cn)
Fatih Porikli , Computer Vision, Mitsubishi Electric Research Labs, Cambridge, Massachusetts United States 02472 (e-mail: fatih.porikli@anu.edu.au)
Ruigang Yang , Computer Science, University of Kentucky, Lexington, Kentucky United States 40507 (e-mail: ryang@cs.uky.edu)

Upper and Lower Tight Error Bounds for Feature Omission with an Extension to Context Reduction (Abstract)

Ralf Schlueter , Lehrstuhl fuer Informatik 6 - Computer Science Department, RWTH Aachen University, Aachen, NRW Germany 52074 (e-mail: schlueter@cs.rwth-aachen.de)
Eugen Beck , Lehrstuhl fuer Informatik 6 - Computer Science Department, RWTH Aachen University, Aachen, NRW Germany (e-mail: beck@cs.rwth-aachen.de)
Hermann Ney , Lehrstuhl fuer Informatik 6 - Computer Science Department, RWTH Aachen, Aachen, NRW Germany (e-mail: ney@informatik.rwth-aachen.de)

Real-time 3D Hand Pose Estimation with 3D Convolutional Neural Networks (Abstract)

Liuhao Ge , Interdisciplinary Graduate School, Nanyang Technological University, 54761 Singapore, Singapore Singapore (e-mail: ge0001ao@e.ntu.edu.sg)
Hui Liang , Institute of High Performance Computing, Agency for Science, Technology and Research, Singapore, Singapore Singapore (e-mail: hulia@amazon.com)
Junsong Yuan , Department of Computer Science and Engineering, University at Buffalo - The State University of New York, 12292 Buffalo, New York United States (e-mail: jsyuan@buffalo.edu)
Daniel Thalmann , VRlab, EPFL, Lausanne, VD Switzerland (e-mail: daniel.thalmann@epfl.ch)

Hyperspectral Light Field Stereo Matching (Abstract)

Kang Zhu , School of Information Science and Technology, ShanghaiTech University, 387433 Shanghai, Shanghai China 201210 (e-mail: zhukang@shanghaitech.edu.cn)
Yujia Xue , Department of Research and Development, Plex-VR, Shanghai, Shanghai China (e-mail: yujia.xue@plex-vr.com)
Qiang Fu , School of Information Science and Technology, ShanghaiTech University, 387433 Shanghai, Shanghai China (e-mail: fuqiangx@outlook.com)
Sing Bing Kang , Microsoft Research, Microsoft Corporation, Redmond, Washington United States 98052-6399 (e-mail: sbkang@microsoft.com)
Xilin Chen , Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing China 100080 (e-mail: xlchen@ict.ac.cn)
Jingyi Yu , Department of Computer and Information Sciences, University of Delaware, Newark, Delaware United States (e-mail: yu@eecis.udel.edu)

End-to-end policy learning for active visual categorization (Abstract)

Dinesh Jayaraman , Computer Science, UT Austin, Austin, Texas United States (e-mail: dineshj@cs.utexas.edu)
Kristen Grauman , Computer Sciences, University of Texas at Austin, Austin, Texas United States 78712 (e-mail: grauman@cs.utexas.edu)

Joint Active Learning with Feature Selection via CUR Matrix Decomposition (Abstract)

Changsheng Li , University of Electronic Science and Technology of China, Chengdu, Chengdu China (e-mail: changsheng_li_507@hotmail.com)
Xiangfeng Wang , East China Normal University, Shanghai, Shanghai China (e-mail: xfwang@sei.ecnu.edu.cn)
Weishan Dong , Baidu Search, Beijing, Beijing China (e-mail: dongweis@cn.ibm.com)
Junchi Yan , Shanghai Jiao Tong University, Shanghai, Shanghai China (e-mail: yanesta13@163.com)
Qingshan Liu , College of Information and Control, Nanjing University of Information Science and Technology, Nanjing, Jiangsu China 210014 (e-mail: qsliu@nuist.edu.cn)
Hongyuan Zha , School of Computational Science and Engineering, Georgia Tech, Atlanta, Georgia United States 30332 (e-mail: zha@cc.gatech.edu)

Large-scale Image Geo-Localization Using Dominant Sets (Abstract)

Eyasu Zemene Mequanint , Computer Science, Universita Ca Foscari, 19047 Venezia, Venezia Italy 30172 (e-mail: eyasu201011@gmail.com)
Yonatan Tariku Tesfaye , Design and planning in complex environment, Universita IUAV di Venezia, 19046 Venezia, VE Italy (e-mail: yonitare@gmail.com)
Haroon Idrees , EECS, University of Central Florida, Orlando, Florida United States (e-mail: haroon@eecs.ucf.edu)
Andrea Prati , Department of Information Engineering, University of Parma, Parma, Parma Italy I-43124 (e-mail: andrea.prati@unipr.it)
Marcello Pelillo , Dipartimento di Informatica, Universita' Ca' Foscari di Venezia, Venezia Mestre, Italy Italy 30172 (e-mail: pelillo@unive.it)
Mubarak Shah , School of Electric Engineering and Computer Science, University of Central Florida, Orlando, Florida United States (e-mail: shah@eecs.ucf.edu)

Generative Zero-Shot Learning via Low-Rank Embedded Semantic Dictionary (Abstract)

Zhengming Ding , Electrical and Computer Engineering, Northeastern University, Boston, Massachusetts United States (e-mail: allanding@ece.neu.edu)
Ming Shao , Department of Computer and Information Science, University of Massachusetts Dartmouth, Dartmouth, Massachusetts United States (e-mail: mshao@umassd.edu)
Yun Fu , ECE, Northeastern University, Boston, Massachusetts United States (e-mail: yunfu@ece.neu.edu)

Nonlinear Asymmetric Multi-Valued Hashing (Abstract)

Cheng Da , National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: cheng.da@nlpr.ia.ac.cn)
Gaofeng Meng , Chinese Academy of Sciences, Institution of Automation, Beijing, Beijing China (e-mail: gfmeng@nlpr.ia.ac.cn)
Shiming Xiang , Chinese Academy of Sciences, Institution of Automation, Beijing, Beijing China (e-mail: smxiang@nlpr.ia.ac.cn)
Kun Ding , National Laboratory of Pattern Recognition, Institute of Automation, Beijing, Beijing China 100190 (e-mail: kding@nlpr.ia.ac.cn)
Shibiao Xu , National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: shibiao.xu@nlpr.ia.ac.cn)
Qing Yang , National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: qyang@nlpr.ia.ac.cn)
Chunhong Pan , National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: chpan@nlpr.ia.ac.cn)

Temporal Segment Networks for Action Recognition in Videos (Abstract)

Limin Wang , Computer Science and Technology, Nanjing University, Nanjing, Jiangsu China (e-mail: lmwang.nju@gmail.com)
Yuanjun Xiong , Information Engineering, The Chinese University of Hong Kong, Hong Kong, Hong Kong Hong Kong (e-mail: yjxiong@ie.cuhk.edu.hk)
Zhe Wang , Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong China (e-mail: buptwangzhe2012@gmail.com)
Yu Qiao , Multimedia, SIAT, Shenzhen, Guangdong China (e-mail: yu.qiao@siat.ac.cn)
Dahua Lin , Information Engineering, The Chinese University of Hong Kong, Hong Kong, Hong Kong Hong Kong (e-mail: dhlin@ie.cuhk.edu.hk)
Xiaoou Tang , Department of Information Engineering, The Chinese University of Hong Kong, Shatin, NT Hong Kong NT (e-mail: xtang@ie.cuhk.edu.hk)
Luc Van Gool , Computer Vision Laboratory, ETH Zurich, Zurich, Zurich Switzerland (e-mail: vangool@vision.ee.ethz.ch)

Discriminant Functional Learning of Color Features for the Recognition of Facial Action Units and their Intensities (Abstract)

Fabian Benitez-Quiroz , electrical and computer eng., The Ohio State University, Columbus, Ohio United States 43210 (e-mail: benitez-quiroz.1@osu.edu)
Ramprakash Srinivasan , Electrical & Computer Eng, Ohio State University, Columbus, Ohio United States (e-mail: srinivasan.134@buckeyemail.osu.edu)
Aleix M. Martinez , Electrical & Computer Eng, Ohio State University, Columbus, Ohio United States 43210 (e-mail: aleix@ece.osu.edu)

Transferable Representation Learning with Deep Adaptation Networks (Abstract)

Mingsheng Long , School of Software, Tsinghua University, Beijing, Beijing China (e-mail: mingsheng@tsinghua.edu.cn)
Yue Cao , Tsinghua University, School of Software, Beijing, Beijing China 100084 (e-mail: yue-cao14@mails.tsinghua.edu.cn)
Zhangjie Cao , School of Software, Tsinghua University, 12442 Beijing, Beijing China (e-mail: caozj14@mails.tsinghua.edu.cn)
Jianmin Wang , Tsinghua University, School of Software, Beijing, Beijing China 100084 (e-mail: jimwang@tsinghua.edu.cn)
Michael I. Jordan , Computer Science, University of California, Berkeley, Berkeley, California United States 94720-1776 (e-mail: jordan@cs.berkeley.edu)

Height-from-Polarisation with Unknown Lighting or Albedo (PDF)

William Smith , Computer Science, The University of York, York, North Yorkshire United Kingdom of Great Britain and Northern Ireland YO10 5GH (e-mail: william.smith@york.ac.uk)
Ravi Ramamoorthi , Computer Science Department, University of California, Berkeley, Berkeley, California United States 94720-1776 (e-mail: ravir@cs.ucsd.edu)
Silvia Tozza , Department of Mathematics, Sapienza - Universita di Roma, Rome, Lazio Italy (e-mail: tozza@mat.uniroma1.it)

Material Classification from Time-of-Flight Distortions (PDF)

Kenichiro Tanaka , Graduate School of Science and Technology, Nara Institute of Science and Technology, 12708 Ikoma, Nara Japan (e-mail: ktanaka@is.naist.jp)
Yasuhiro Mukaigawa , Graduate School of Science and Technology, NAIST, Ikoma, Nara Japan (e-mail: mukaigawa@is.naist.jp)
Takuya Funatomi , Information Science, NAIST, Ikoma, Nara Japan (e-mail: funatomi@is.naist.jp)
Hiruyuki Kubo , Graduate School of Information Science, Nara Institute of Science and Technology, Ikoma, Nara Japan (e-mail: hkubo@is.naist.jp)
Yasuyuki Matsushita , Graduate School of Information Science and Technology, Osaka University, Suita, Osaka Japan (e-mail: yasumat@ist.osaka-u.ac.jp)
Yasushi Yagi , Institute of Scientific and Industrial Research, Osaka University, Ibaraki, Osaka Japan (e-mail: yagi@am.sanken.osaka-u.ac.jp)

Segmentation of Laser Point Clouds in Urban Areas by a Modified Normalized Cut Method (Abstract)

Avishek Dutta , Vermessung, Informatik und Mathematik, Hochschule fur Technik Stuttgart, 38940 Stuttgart, Baden-Wuerttemberg Germany 70174 (e-mail: avishek.dutta@hft-stuttgart.de)
Johannes Engels , Vermessung, Informatik und Mathematik, Hochschule fur Technik Stuttgart, 38940 Stuttgart, Baden-Wuerttemberg Germany (e-mail: johannes.engels@hft-stuttgart.de)
Michael Hahn , Vermessung, Informatik und Mathematik, Hochschule fur Technik Stuttgart, 38940 Stuttgart, Baden-Wuerttemberg Germany (e-mail: michael.hahn@hft-stuttgart.de)

Motion Segmentation via Generalized Curvatures (Abstract)

Robert Arn , Mathematics, Colorado State University, 3447 Fort Collins, Colorado United States (e-mail: astroarn@gmail.com)
Pradyumna Narayana , Computer Science, Colorado State University, Fort Collins, Colorado United States (e-mail: prady@cs.colostate.edu)
Bruce Draper , Computer Science, Colorado State University, Fort Collins, Colorado United States (e-mail: draper@cs.colostate.edu)
Tegan Emerson , Mathematics, Colorado State University, 3447 Fort Collins, Colorado United States (e-mail: teganemerson@gmail.com)
Michael Kirby , Mathematics, Colorado State University, Fort Collins, Colorado United States 80523 (e-mail: kirby@math.colostate.edu)
Chris Peterson , Mathematics, Colorado State University, 3447 Fort Collins, Colorado United States (e-mail: peterson@math.colostate.edu)

Order-preserving Optimal Transport for Distances between Sequences (Abstract)

Bing Su , Institute of Software, Institute of Software Chinese Academy of Sciences, 53036 Beijing, Beijing China (e-mail: subingats@gmail.com)
Gang Hua , Computer Science, Stevens Institute of Technology, Hoboken, New Jersey United States 07030 (e-mail: ganghua@gmail.com)

Estimating the Number of Correct Matches Using Only Spatial Order (Abstract)

Lior Talker , information systems, University of Haifa Faculty of Natural Sciences, 123474 Haifa, Israel Israel (e-mail: ltalke01@campus.haifa.ac.il)
Yael Moses , Computer Science, Interdisciplinary Center, Herzeliya, Israel Israel 46150 (e-mail: yael@idc.ac.il)
Ilan Shimshoni , Dept. of Information Systems, University of Haifa, Haifa, Israel Israel 31905 (e-mail: ishimshoni@mis.haifa.ac.il)

Capturing the Geometry of Object Categories from Video Supervision (Abstract)

David Novotny , Engineering Science, University of Oxford, Oxford, Oxfordshire United Kingdom of Great Britain and Northern Ireland OX1 3PJ (e-mail: david@robots.ox.ac.uk)
Diane Larlus , Computer Vision Group, Naver Labs Europe, 84341 Meylan, Auvergne-Rhône-Alpes France (e-mail: diane.larlus@naverlabs.com)
Andrea Vedaldi , Engineering Science, Oxford University, Oxford, Oxfordshire United Kingdom of Great Britain and Northern Ireland OX13PJ (e-mail: vedaldi@robots.ox.ac.uk)

Multivariate mixture model for myocardial segmentation combining multi-source images (Abstract)

Xiahai Zhuang , School of Data Science, Fudan University, 12478 Shanghai, Shanghai China (e-mail: zhuangxiahai@163.com)
COMMENTS

The Cues in "Dependent Multiple Cue Integration for Robust Tracking" are Independent (Abstract)

Ido Leichter , Technion - Israel Institute of Technology, Haifa
Michael Lindenbaum , Technion - Israel Institute of Technology, Haifa
Ehud Rivlin , Technion - Israel Institute of Technology, Haifa
Papers

Design and Evaluation of More Accurate Gradient Operators on Hexagonal Lattices (Abstract)

Tetsuo Shima , Tokyo Institute of Technology, Meguro-ku
Suguru Saito , Tokyo Institute of Technology, Meguro-ku
Masayuki Nakajima , Tokyo Institute of Technology, Meguro-ku

Linear Dependency Modeling for Classifier Fusion and Feature Combination (Abstract)

Andy J. Ma , Hong Kong Baptist University, Hong Kong
Pong C. Yuen , Hong Kong Baptist University, Kowloon
Jian-Huang Lai , Sun Yat-Sen University, Guangzhou

Linear Dependency Modeling for Classifier Fusion and Feature Combination (Abstract)

Andy J. Ma , Hong Kong Baptist University, Hong Kong
Pong C. Yuen , Hong Kong Baptist University, Kowloon
Jian-Huang Lai , Sun Yat-Sen University, Guangzhou

Contextualized Trajectory Parsing with Spatio-Temporal Graph (Abstract)

Xiaobai Liu , Huazhong University of Science Technology, China and University of California at Los Angeles, Los Angeles
Liang Lin , Sun Yat-sen University, Guangzhou
Hai Jin , Huazhong University of Science Technology, China
REGULAR PAPERS

Feature Coding in Image Classification: A Comprehensive Study (Abstract)

Yongzhen Huang , Institute of Automation, Chinese Academy of Sciences (CASIA), Beijing
Zifeng Wu , Institute of Automation, Chinese Academy of Sciences (CASIA), Beijing
Liang Wang , Institute of Automation, Chinese Academy of Sciences (CASIA), Beijing
Tieniu Tan , Institute of Automation, Chinese Academy of Sciences (CASIA), Beijing

Automatic Alignment of Genus-Zero Surfaces (Abstract)

Patrice Koehl , University of California, Davis, Davis
Joel Hass , University of California, Davis, Davis
Papers

A Markov Random Field Groupwise Registration Framework for Face Recognition (Abstract)

Shu Liao , The Hong Kong University of Science and Technology, Hong Kong
Dinggang Shen , The University of North Carolina at Chapel Hill, Chapel Hill
Albert C. S. Chung , The Hong Kong University of Science and Technology, Hong Kong
REGULAR PAPERS

Attribute-Based Classification for Zero-Shot Learning of Object Categories (Abstract)

Christoph H. Lampert , IST Austria, Klosterneuburg
Hannes Nickisch , Philips Research, Hamburg
Stefan Harmeling , Max Planck Institute for Intelligent Systems, Tübingen

On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval (Abstract)

Jose Costa Pereira , University of California, San Diego, La Jolla
Emanuele Coviello , University of California, San Diego, La Jolla
Gabriel Doyle , University of California, San Diego, La Jolla
Nikhil Rasiwasia , Yahoo! Labs, Bangalore
Gert R.G. Lanckriet , University of California, San Diego, La Jolla
Roger Levy , University of California, San Diego, La Jolla
Nuno Vasconcelos , University of California, San Diego, La Jolla

Variational Light Field Analysis for Disparity Estimation and Super-Resolution (Abstract)

Sven Wanner , Heidelberg Collaboratory for Image Processing (HCI), Heidelberg
Bastian Goldluecke , Heidelberg Collaboratory for Image Processing (HCI), Heidelberg

Tensor Sparse Coding for Positive Definite Matrices (Abstract)

Ravishankar Sivalingam , University of Minnesota, Twin Cities, Minneapolis
Daniel Boley , University of Minnesota, Twin Cities, Minneapolis
Vassilios Morellas , University of Minnesota, Twin Cities, Minneapolis
Nikos Papanikolopoulos , University of Minnesota, Twin Cities, Minneapolis

Good Practice in Large-Scale Learning for Image Classification (Abstract)

Zeynep Akata , Xerox Research Centre Europe, Meylan and INRIA Rhone-Alpes, Montbonnot
Florent Perronnin , Xerox Research Centre Europe, Meylan
Zaid Harchaoui , INRIA Rhone-Alpes, Montbonnot
Cordelia Schmid , INRIA Rhone-Alpes, Montbonnot

Animated Pose Templates for Modelling and Detecting Human Actions (Abstract)

Benjamin Yao , University of California, Los Angeles, Los Angeles
Zicheng Liu , Microsoft Research, Redmond
Xiaohan Nie , University of California, Los Angeles, Los Angeles
Song-Chun Zhu , University of California, Los Angeles , Los Angeles

Retrieval-based Face Annotation by Weak Label Regularized Local Coordinate Coding (Abstract)

Dayong Wang , Nanyang Technological University, Singapore
Steven C.H. Hoi , Nanyang Technological University, Singapore
Ying He , Nanyang Technological University, Singapore
Jianke Zhu , Zhejiang University, Hangzhou
Tao Mei , Microsoft Research Asia, Beijing
Jiebo Luo , University of Rochester, Rochester

Fast and Scalable Approximate Spectral Matching for Higher-Order Graph Matching (Abstract)

Soonyong Park , Samsung Advanced Institute of Technology (SAIT), Yongin-si
Sung-Kee Park , Korea Institute of Science and Technology (KIST), Seoul
Martial Hebert , Carnegie Mellon University, Pittsburgh
Papers

Learning Nonlinear Functions Using Regularized Greedy Forest (Abstract)

Rie Johnson , RJ Research Consulting, Tarrytown
Tong Zhang , Rutgers University
REGULAR PAPERS

Online Multiple Kernel Similarity Learning for Visual Search (Abstract)

Hao Xia , Nanyang Technological University, Singapore
Steven C.H. Hoi , Nanyang Technological University, Singapore
Rong Jin , Michigan State University, East Lansing
Peilin Zhao , Nanyang Technological University, Singapore

Scene Particles: Unregularized Particle Based Scene Flow Estimation (Abstract)

Simon Hadfield , University of Surrey, Guildford
Richard Bowden , University of Surrey, Guildford
Papers

Virtual and Real World Adaptation for Pedestrian Detection (Abstract)

David Vazquez , Universitat Autònoma de Barcelona (UAB) Computer Vision Center (CVC), Bellaterra Bellaterra
Antonio M. Lopez , Universitat Autònoma de Barcelona (UAB) Computer Vision Center (CVC), Bellaterra Bellaterra
Javier Marin , Computer Vision Center (CVC), Bellaterra
Daniel Ponsa , Universitat Autònoma de Barcelona (UAB), Bellaterra
David Geronimo , Computer Vision Center, Bellaterra (Cerdanyola)
REGULAR PAPERS

Simultaneous Tensor Decomposition and Completion Using Factor Priors (Abstract)

Yi-Lei Chen , National Tsing Hua University, Hsinchu
Chiou-Ting Candy Hsu , National Tsing Hua University, Hsinchu
Hong-Yuan Mark Liao , Academia Sinica, Taipei and National Chiao Tung University, Hsinchu
Papers

Automatic Upright Adjustment of Photographs with Robust Camera Calibration (Abstract)

Hyunjoon Lee , Pohang University of Science and Technology (POSTECH), Pohang
Eli Shechtman , Creative Technologies Lab of Adobe Research, Seattle
Jue Wang , Creative Technologies Lab of Adobe Research, Seattle
Seungyong Lee , Pohang University of Science and Technology (POSTECH), Pohang

Associative Hierarchical Random Fields (Abstract)

L'ubor Ladický , ETH Zurich, Zurich
Chris Russell , University College London, London
Pushmeet Kohli , Microsoft Research, Cambridge
Philip H. S. Torr , Oxford Brookes University, Oxford

Learning with Augmented Features for Supervised and Semi-supervised Heterogeneous Domain Adaptation (Abstract)

Wen Li , Nanyang Technological University, Singapore
Lixin Duan , Institute for Infocomm Research, Singapore
Dong Xu , Nanyang Technological University, Singapore
Ivor W. Tsang , Nanyang Technological University, Singapore

Exemplar-Based Colour Constancy and Multiple Illumination (Abstract)

Hamid Reza Vaezi Joze , Simon Fraser University, Burnaby
Mark S. Drew , Simon Fraser University, Burnaby

A Geometric Particle Filter for Template-Based Visual Tracking (Abstract)

Junghyun Kwon , TeleSecurity Sciences, Inc., Las Vegas
Hee Seok Lee , Seoul National University, Seoul
Frank C. Park , Seoul National University, Seoul
Kyoung Mu Lee , Seoul National University, Seoul

Online Learning and Sequential Anomaly Detection in Trajectories (Abstract)

Rikard Laxhammar , University of Skövde and Saab AB, Skövde
Göran Falkman , University of Skövde, Skövde

3D Traffic Scene Understanding from Movable Platforms (PDF)

Andreas Geiger , MPI for Intelligent Systems in Tübingen and Karlsruhe Institute of Technology, Karlsruhe
Martin Lauer , Karlsruhe Institute of Technology, Karlsruhe
Christian Wojek , Carl Zeiss Corporate Research, Saarbrücken
Christoph Stiller , Karlsruhe Institute of Technology, Karlsruhe
Raquel Urtasun , Toyota Technological Institute at Chicago, Chicago

Support Vector Machine Classifier with Pinball Loss (Abstract)

Xiaolin Huang , KU Leuven, Leuven
Lei Shi , Fudan University, Shanghai
Johan A.K. Suykens , KU Leuven, Leuven

Geodesic Mapping for Dynamic Surface Alignment (Abstract)

Tony Tung , Kyoto University, Kyoto
Takashi Matsuyama , Kyoto University, Kyoto

Iterative Discovery of Multiple Alternative Clustering Views (Abstract)

Donglin Niu , Northeastern University, Boston
Jennifer G. Dy , Northeastern University, Boston
Michael I. Jordan , University of California Berkeley, Berkeley

Robust Text Detection in Natural Scene Images (Abstract)

Xu-Cheng Yin , University of Science and Technology Beijing, Beijing
Xuwang Yin , University of Science and Technology Beijing, Beijing
Kaizhu Huang , Xi'an Jiaotong-Liverpool University, Suzhou
Hong-Wei Hao , Institute of Automation, Chinese Academy of Sciences, Beijing

Gaussian Process-Mixture Conditional Heteroscedasticity (Abstract)

Emmanouil A. Platanios , Imperial College London, London
Sotirios P. Chatzis , Cyprus University of Technology, Limassol

Learning Pullback HMM Distances (Abstract)

Fabio Cuzzolin , Oxford Brookes University, Oxford
Michael Sapienza , Oxford Brookes University, Oxford

Bayesian Nonparametric Methods for Partially-Observable Reinforcement Learning (Abstract)

Finale Doshi-Velez , MIT, Cambridge
David Pfau , Columbia University, New York
Frank Wood , University of Oxford, Oxford
Nicholas Roy , MIT, Cambridge

Robust Recovery of Corrupted Low-rank Matrix by Implicit Regularizers (Abstract)

Ran He , Institute of Automation, Chinese Academy of Sciences, Beijing
Tieniu Tan , Institute of Automation, Chinese Academy of Sciences, Beijing
Liang Wang , Institute of Automation, Chinese Academy of Sciences, Beijing

Semi-Supervised Kernel Mean Shift Clustering (Abstract)

Saket Anand , Rutgers University, Piscataway
Sushil Mittal , Scibler Technologies, Bangalore
Oncel Tuzel , Mitsubishi Electric Research Laboratories, Cambridge
Peter Meer , Rutgers University, Piscataway

Hardware-Efficient Bilateral Filtering for Stereo Matching (Abstract)

Qingxiong Yang , City University of Hong Kong, Hong Kong
COMMENTS
Papers

Jointly Learning Visually Correlated Dictionaries for Large-scale Visual Recognition Applications (Abstract)

Ning Zhou , University of North Carolina at Charlotte, Charlotte
Jianping Fan , University of North Carolina at Charlotte, Charlotte

Scaling Multidimensional Inference for Structured Gaussian Processes (Abstract)

Elad Gilboa , Washington University in St. Louis, St. Louis
Yunus Saatçi , University of Cambridge, Cambridge
John P. Cunningham , Washington University in St. Louis, St. Louis

Relating Things and Stuff via Object Property Interactions (Abstract)

Min Sun , University of Washington, Seattle
Byung-soo Kim , University of Michigan, Ann Arbor
Pushmeet Kohli , Microsoft Research Cambridge, Cambridge
Silvio Savarese , Stanford University, Stanford

Transform-Invariant PCA: A Unified Approach to Fully Automatic Face Alignment, Representation, and Recognition (Abstract)

Weihong Deng , Beijing University of Posts and Telecommunications, Beijing
Jiani Hu , Beijing University of Posts and Telecommunications, Beijing
Jiwen Lu , Advanced Digital Sciences Center, Singapore
Jun Guo , Beijing University of Posts and Telecommunications, Beijing

Bi-polynomial Modeling of Low-frequency Reflectances (Abstract)

Boxin Shi , University of Tokyo, Tokyo
Ping Tan , National University of Singapore, Singapore
Yasuyuki Matsushita , Microsoft Research Asia, Beijing
Katsushi Ikeuchi , University of Tokyo, Tokyo

Learning Categories from Few Examples with Multi Model Knowledge Transfer (Abstract)

Tatiana Tommasi , KU Leuven, Leuven, ESAT-PSI and iMinds, Belgium
Francesco Orabona , Toyota Technological Institute at Chicago, Chicago
Barbara Caputo , University of Rome La Sapienza, Rome

Stereo Time-of-Flight with Constructive Interference (Abstract)

Victor Castaneda , Technische Universitaet Muenchen, Munich
Diana Mateus , CAMP-TUM and Helmholtz Zentrum, Munich
Nassir Navab , CAMP-TUM and ICBM, Faculty of Medicine, University of Chile

2D Affine and Projective Shape Analysis (Abstract)

Darshan Bryner , Naval Surface Warfare Center Panama City Division, Panama City and Florida State University, Tallahassee
Eric Klassen , Florida State University, Tallahassee
Huiling Le , University of Nottingham, Nottingham
Anuj Srivastava , Florida State University, Tallahassee

Learning Actionlet Ensemble for 3D Human Action Recognition (Abstract)

Jiang Wang , Northwestern University, Evanston
Zicheng Liu , Microsoft Research Redmond, Redmond
Ying Wu , Northwestern University, Evanston
Junsong Yuan , Nanyang Technological University, Singapore

What Makes a Photograph Memorable? (Abstract)

Phillip Isola , Massachusetts Institute of Technology, Cambridge
Jianxiong Xiao , Massachusetts Institute of Technology, Cambridge
Devi Parikh , Virginia Polytechnic Institute and State University, Blacksburg
Antonio Torralba , Massachusetts Institute of Technology, Cambridge
Aude Oliva , Massachusetts Institute of Technology, Cambridge

Bayesian Nonparametric Models for Multiway Data Analysis (Abstract)

Zenglin Xu , Purdue University, West Lafayette
Feng Yan , Facebook and Purdue University, West Lafayette
Yaun Qi , Purdue University, West Lafayette

Domain Anomaly Detection in Machine Perception: A System Architecture and Taxonomy (Abstract)

Josef Kittler , University of Surrey, Guildford
William Christmas , University of Surrey, Guildford
Teo de Campos , University of Surrey, Guildford
David Windridge , University of Surrey, Guildford
Fei Yan , University of Surrey, Guildford
John Illingworth , University of Surrey, Guildford
Magda Osman , Queen Mary, University of London, London

Multi-Commodity Network Flow for Tracking Multiple People (Abstract)

Horesh Ben Shitrit , École Polytechnique Fédérale de Lausanne, Lausanne
Jérôme Berclaz , Microsoft, Sunnyvale and École Polytechnique Fédérale de Lausanne, Lausanne
François Fleuret , Idiap Research Institute, Martigny and École Polytechnique Fédérale de Lausanne, Lausanne
Pascal Fua , École Polytechnique Fédérale de Lausanne, Lausanne

Negative Binomial Process Count and Mixture Modeling (Abstract)

Mingyuan Zhou , University of Texas at Austin, Austin
Lawrence Carin , Duke University, Durham

Modeling Non-Gaussian Time Series with Nonparametric Bayesian Models (Abstract)

Zhiguang Xu , The Ohio State University, Columbus
Steven MacEachern , The Ohio State University, Columbus
Xinyi Xu , The Ohio State University, Columbus

Shape Analysis of Planar Multiply-connected Objects using Conformal Welding (Abstract)

Lok Ming Lui , The Chinese University of Hong Kong, Hong Kong
Wei Zeng , Florida International University, Miami
Shing-Tung Yau , Harvard University, Cambridge
Xianfeng Gu , Stony Brook University at Stony Brook, Stony Brook

Multiple Kernel Learning for Visual Object Recognition: A Review (Abstract)

Serhat S. Bucak , Michigan State University, East Lansing
Rong Jin , Michigan State University, East Lansing
Anil K. Jain , Michigan State University, East Lansing and Korea University, Seoul

Web Image Re-ranking Using Query-Specific Semantic Signatures (Abstract)

Xiaogang Wang , The Chinese University of Hong Kong, Hong Kong
Shi Qiu , The Chinese University of Hong Kong, Hong Kong
Ke Liu , The Chinese University of Hong Kong, Hong Kong
Xiaoou Tang , The Chinese University of Hong Kong, Hong Kong and Shenzhen Institutes of Advanced Technology, CAS

Graduated NonConvexity and Concavity Procedure for Partial Graph Matching (Abstract)

Zhi-Yong Liu , Institute of Automation, Chinese Academy of Sciences, Beijing
Hong Qiao , Institute of Automation, Chinese Academy of Sciences, Beijing

Multimodal Similarity-Preserving Hashing (Abstract)

Jonathan Masci , Istituto Dalle Molle di Studi sull'Intelligenza Artificiale (IDSIA), Manno
Michael M. Bronstein , Università della Svizzera Italiana, Lugano
Alexander M. Bronstein , Tel Aviv University, Tel Aviv and Intel Semiconductor, Israel
Jürgen Schmidhuber , Istituto Dalle Molle di Studi sull'Intelligenza Artificiale (IDSIA), Manno

Are Gibbs-Type Priors the Most Natural Generalization of the Dirichlet Process? (Abstract)

Pierpaolo De Blasi , University of Torino and Collegio Carlo Alberto, Italy
Stefano Favaro , University of Torino and Collegio Carlo Alberto, Italy
Antonio Lijoi , University of Pavia and Collegio Carlo Alberto, Italy
Ramsés H. Mena , Universidad Autónoma de México, México
Igor Prünster , University of Torino and Collegio Carlo Alberto, Italy
Matteo Ruggiero , University of Torino and Collegio Carlo Alberto, Italy

Tracking by Sampling and Integrating Multiple Trackers (Abstract)

Junseok Kwon , Seoul National University, Seoul
Kyoung Mu Lee , Seoul National University, Seoul

Preserving Structure in Model-Free Tracking (Abstract)

Lu Zhang , Delft University of Technology, Delft
Laurens van der Maaten , Delft University of Technology, Delft

Soft Biometrics; Human Identification using Comparative Descriptions (Abstract)

Daniel A. Reid , University of Southampton, Southampton
Mark S. Nixon , University of Southampton, Southampton
Sarah V. Stevenage , University of Southampton, Southampton

Understanding Collective Activities of People from Videos (Abstract)

Wongun Choi , NEC Laboratories, USA
Silvio Savarese , Stanford University, Stanford

A Survey of Non-Exchangeable Priors for Bayesian Nonparametric Models (Abstract)

Nicholas J. Foti , University of Washington, Seattle
Sinead A. Williamson , University of Texas at Austin, Austin

Mixtures of Shifted Asymmetric Laplace Distributions (Abstract)

Brian C. Franczak , University of Guelph, Guelph
Ryan P. Browne , University of Guelph, Guelph
Paul D. McNicholas , University of Guelph, Guelph

The Sum-over-Forests Density Index: Identifying Dense Regions in a Graph (Abstract)

Mathieu Senelle , Université catholique de Louvain (UCL), Belgium
Silvia Garcia-Diez , Université catholique de Louvain (UCL), Belgium
Amin Mantrach , Yahoo! Labs, Barcelona
Masashi Shimbo , Nara Institute of Science and Technology, Takayama
Marco Saerens , Université catholique de Louvain (UCL), Belgium
François Fouss , Université catholique de Louvain (UCL), Belgium

Automatic and Accurate Shadow Detection using Near-Infrared Information (Abstract)

Dominic Rüfenacht , Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne
Clément Fredembach , Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne
Sabine Süsstrunk , Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne

Visual Tracking: An Experimental Survey (PDF)

Arnold W. M. Smeulders , University of Amsterdam, Amsterdam
Dung M. Chu , University of Amsterdam, Amsterdam
Rita Cucchiara , University of Modena and Reggio Emilia, Modena
Simone Calderara , University of Modena and Reggio Emilia, Modena
Afshin Dehghan , University of Central Florida, Orlando
Mubarak Shah , University of Central Florida, Orlando

From Bits to Images: Inversion of Local Binary Descriptors (Abstract)

Emmanuel d'Angelo , Advanced Silicon S.A., Lausanne
Laurent Jacques , Université catholique de Louvain UCL), Louvain
Alexandre Alahi , Stanford University, Stanford
Pierre Vandergheynst , Ecole Polytechnique Fédérale de Lausanne, Lausanne

Fast Exact Search in Hamming Space with Multi-Index Hashing (Abstract)

Mohammad Norouzi , University of Toronto, Toronto
Ali Punjani , University of Toronto, Toronto
David J. Fleet , University of Toronto, Toronto

Human3.6M: Large Scale Datasets and Predictive Methods for 3D Human Sensing in Natural Environments (PDF)

Catalin Ionescu , Institute of Mathematics of the Romanian Academy, Bucharest and University of Bonn, Bonn
Dragos Papava , Institute of Mathematics of the Romanian Academy, Bucharest
Vlad Olaru , Institute of Mathematics of the Romanian Academy, Bucharest
Cristian Sminchisescu , Lund University, Lund and Institute of Mathematics of the Romanian Academy, Bucharest

As-Projective-As-Possible Image Stitching with Moving DLT (Abstract)

Julio Zaragoza , The University of Adelaide, Adelaide
Tat-Jun Chin , The University of Adelaide, Adelaide
Quoc-Huy Tran , The University of Adelaide, Adelaide
Michael S. Brown , National University of Singapore, Singapore
David Suter , The University of Adelaide, Adelaide

On-line Video Event Detection by Constraint Flow (Abstract)

Suha Kwak , POSTECH, Pohang
Bohyung Han , POSTECH, Pohang
Joon Hee Han , POSTECH, Pohang

Structured Time Series Analysis for Human Action Segmentation and Recognition (Abstract)

Dian Gong , University of Southern California, Los Angeles
Gérard Medioni , University of Southern California, Los Angeles
Xuemei Zhao , University of Southern California, Los Angeles

Segmentation of Moving Objects by Long Term Video Analysis (Abstract)

Peter Ochs , University of Freiburg, Freiburg
Jitendra Malik , University of California at Berkeley, Berkeley
Thomas Brox , University of Freiburg, Freiburg

Camera Localization using Trajectories and Maps (Abstract)

Raúl Mohedano , Universidad Politécnica de Madrid, Madrid
Andrea Cavallaro , Queen Mary University of London, London
Narciso García , Universidad Politécnica de Madrid, Madrid

Unsupervised Adaptation Across Domain Shifts By Generating Intermediate Data Representations (Abstract)

Raghuraman Gopalan , AT&T Labs-Research, Middletown
Ruonan Li , Harvard University, Cambridge
Rama Chellappa , University of Maryland, College Park

"Clustering by Composition" - Unsupervised Discovery of Image Categories (Abstract)

Alon Faktor , The Weizmann Institute of Science, Rehovot
Michal Irani , The Weizmann Institute of Science, Rehovot

Object Tracking by Oversampling Local Features (Abstract)

Federico Pernici , University of Florence, Florence
Alberto Del Bimbo , University of Florence, Florence

Measuring Crowd Collectiveness (Abstract)

Bolei Zhou , B. Zhou is with the Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, USA

Fast Exact Euclidean Distance (FEED): A New Class of Adaptable Distance Transforms (PDF)

Theo E. Schouten , Radboud University, Nijmegen
Egon L. Van den Broek , Utrecht University, Utrecht, University of Twente, Karakter University Center, Radboud University Medical Center, Nijmegen

The Hidden Sides of Names - Face Modeling With First Name Attributes (Abstract)

Huizhong Chen , H.Chen is with the Department of Electrical Engineering, Stanford University, Stanford CA 94305 USA (e-mail: hchen2@stanford.edu).

Direct Orthogonal Distance to Quadratic Surfaces in 3D (Abstract)

Gus Lott , G. Lott is with the MITRE Corporation, McLean VA 22102 USA (e-mail: glott@mitre.org).

Image Segmentation Using Higher-Order Correlation Clustering (Abstract)

Sungwoong Kim , S. Kim is with Qualcomm Research Korea, Gangnam Gu, Seoul 135-820, South Korea (e-mail: sungwoong.kim01@gmail.com).
89 ms
(Ver 3.3 (11022016))