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ISSN: 0162-8828

Matching by Monotonic Tone Mapping (Abstract)

Gyorgy Kovacs , The Analytical Minds Ltd., Hungary (e-mail: gyuriofkovacs@gmail.com)

Long-term Temporal Convolutions for Action Recognition (Abstract)

Gul Varol , Inria, WILLOW projectteam, De´partement d’Informatique de l’Ecole Normale Superieure, ENS/Inria/CNRS UMR 8548, Paris, France. (e-mail: gul.varol@inria.fr).

A Bayesian Approach to Policy Recognition and State Representation Learning (Abstract)

Adrian Sosic , Department of Electrical Engineering and Information Technology, Technische Universit¨at Darmstadt, Germany (Email: adrian.sosic@spg.tu-darmstadt.de)

SIFT Meets CNN: A Decade Survey of Instance Retrieval (Abstract)

Liang Zheng , Centre for AI, University of Technology at Sydney, NSW, Australia (e-mail: liang.zheng@uts.edu.au).

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

Inference-Based Similarity Search in Randomized Montgomery Domains for Privacy-Preserving Biometric Identification (Abstract)

Yi Wang , Computer Science and Network Technology, Dongguan University of Technology, 74549 Dongguan, Guangdong China (e-mail: alice.yi.wang@ieee.org)
Jianwu Wan , Computer Science, Changzhou University, 12412 Changzhou, Jiangsu China (e-mail: jianwuwan@gmail.com)
Jun Guo , Computer Science and Network Security, Dongguan University of Technology, 74549 Dongguan, Guangdong China (e-mail: j.guo@ieee.org)
Yiu-Ming Cheung , Computer Science, Hong Kong Baptist University, Kowloon Tong, Nil Hong Kong none (e-mail: ymc@comp.hkbu.edu.hk)
Pong C Yuen , Computer Science, Hong Kong Baptist University, Kowloon, Kowloon Hong Kong 9999999 (e-mail: pcyuen@comp.hkbu.edu.hk)

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

Ranking Saliency (Abstract)

Lihe Zhang , Lihe Zhang is with the School of Information and Communication Engineering, Dalian University of Technology, Dalian, China. (e-mail: zhanglihe@dlut.edu.cn).

Linear Subspace Ranking Hashing for Cross-modal Retrieval (Abstract)

Kai Li , Kai Li is with the Department of Computer Science, University of Central Florida, Orlando, FL, 32816.(email:kaili@cs.ucf.edu)

Gamifying Video Object Segmentation (Abstract)

Concetto Spampinato , S. Palazzo is with the Department of Electrical, Electronics and Computer Engineering, University of Catania, Italy

Efficient & Effective Prioritized Matching for Large-Scale Image-Based Localization (Abstract)

Torsten Sattler , Torsten Sattler is with the Computer Vision Group at the Department of Computer Science at ETH Zurich.

Dense Semantic 3D Reconstruction (Abstract)

Christian Haene , Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, United States of America.(email:chaene@eecs.berkeley.edu

Multi-Instance Classification by Max-Margin Training of Cardinality-Based Markov Networks (Abstract)

Hossein Hajimirsadeghi , School of Computing Science, Simon Fraser University, Burnaby, BC, CANADA. (email: hosseinh@sfu.ca)

Extracting 3D Parametric Curves from 2D Images of Helical Objects (Abstract)

Boguslaw Obara , School of Engineering and Computing Sciences, Durham University, South Road, DH1 3LE, Durham, UK (email: boguslaw.obara@durham.ac.uk)

Photometric Stereo in a Scattering Medium (Abstract)

Zak Murez , Department of Computer Science and Engineering, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0404.

Improving large-scale image retrieval through robust aggregation of local descriptors (Abstract)

Syed Sameed Husain , Centre for Vision, Speech and Signal Processing (CVSSP), Department of Electrical Engineering, University of Surrey, Guildford, Surrey, GU2 7XH, UK. (email: sh0057@surrey.ac.uk)

DASC: Robust Dense Descriptor for Multi-modal and Multi-spectral Correspondence Estimation (Abstract)

Kwanghoon Sohn , School of Electrical and Electronic Engineering, Yonsei University, Seoul 120-749, Korea.

Optimal Transport for Domain Adaptation (Abstract)

Nicolas Courty , University of Bretagne Sud, Associate Professsor, Vannes, France (email: courty@univ-ubs.fr)

Hierarchical Context Modeling for Video Event Recognition (Abstract)

Xiaoyang Wang , Dept. of Electrical, Computer and Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA.

Learn on Source, Refine on Target: A Model Transfer Learning Framework with Random Forests (Abstract)

Noam Segev , Department of Computer Sciences, Technion-Israel Institute of Technology, Israel. (email: nsegev@cs.technion.ac.il)

Learning to Recognize Human Activities using Soft Labels (Abstract)

Ninghang Hu , University of Amsterdam, The Netherlands.(email:n.hu@uva.nl)

Evaluation of Segmentation Quality via Adaptive Composition of Reference Segmentations (Abstract)

Lei Zhang , Department of Computing, Hong Kong Polytechnic University, Hong Kong. (email: cslzhang@comp.polyu.edu.hk)

Real-Time Enhancement of Dynamic Depth Videos with Non-Rigid Deformations (Abstract)

Djamila Aouada , Interdisciplinary Centre for Security, Reliability, and Trust, of the University of Luxembourg, Luxembourg, L-2721. (email: djamila.aouada@uni.lu)

Shape and Spatially-Varying Reflectance Estimation From Virtual Exemplars (Abstract)

Zhuo Hui , Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA.(Email: zhui@andrew.cmu.edu)

Estimating Cortical Feature Maps with Dependent Gaussian Processes (Abstract)

Geoffrey J. Goodhill , Queensland Brain Institute and School of Mathematics and Physics, The University of Queensland, St Lucia, QLD 4072, Australia. (email: g.goodhill@uq.edu.au)

Non-Stationary Rician Noise Estimation in Parallel MRI using a Single Image: a Variance-Stabilizing Approach (Abstract)

Tomasz Pieciak , AGH University of Science and Technology, Krakow, Poland and with the Laboratorio de Procesado de Imagen (LPI), Universidad de Valladolid, Valladolid, Spain.

Image Registration and Change Detection under Rolling Shutter Motion Blur (Abstract)

Vijay Rengarajan , Department of Electrical Engineering, Indian Institute of Technology Madras, Chennai - 600036, India.(Email: ee11d035@ee.iitm.ac.in)

On the Latent Variable Interpretation in Sum-Product Networks (PDF)

Robert Peharz , Institute of Physiology, Medical University of Graz, working in the Brain Ears and Eyes – Pattern Recognition Initiative, BioTechMed–Graz.(email:robert.peharz@medunigraz.at)

Local Submodularization for Binary Pairwise Energies (Abstract)

Lena Gorelick , Department of Computer Science, University of Western Ontario, London, Canada. Andrew Delong is with the Department of Electrical Engineering, University of Toronto, Toronto, Canada. (email: olga@csd.uwo.ca)
Olga Veksler , Department of Computer Science, University of Western Ontario, London, Canada. Andrew Delong is with the Department of Electrical Engineering, University of Toronto, Toronto, Canada. (email: olga@csd.uwo.ca)

A New Framework for Quality Assessment of High-Resolution Fingerprint Images (Abstract)

Raoni Teixeira , School of Engineering, Federal University of Mato Grosso, V´arzea Grande, MT, Brazil (e-mail: raoniteixeira@gmail.com).

Forward Selection Component Analysis: Algorithms and Applications (Abstract)

Sean Mcloone , School of Electronics, Electrical Engineering and Computer Science, Queen’s University Belfast.(email:s.mcloone@qub.ac.uk)

Learning Supervised Topic Models for Classification and Regression from Crowds (Abstract)

Filipe Rodrigues , Technical University of Denmark (DTU), Bygning 115, 2800 Kgs. Lyngby, Denmark.(email:rodr@dtu.dk)

Two-Class Weather Classification (Abstract)

Di Lin , Department of Computer Science and Engineering, The Chinese University of Hong Kong.

Geometric Graph Matching Using Monte Carlo Tree Search (Abstract)

Miguel Amavel Pinheiro , Center for Machine Perception, Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University in Prague, Czech Republic.

Visually Grounded Meaning Representations (Abstract)

Carina Silberer , School of Informatics, University of Edinburgh, Edinburgh, United Kingdom.

STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation (Abstract)

Yunchao Wei , Institute of Information Science, Beijing Jiaotong University, China.(email:wychao1987@gmail.com)

Exploiting Experts' Knowledge for Structure Learning of Bayesian Networks (Abstract)

Hossein Amirkhani , H. Amirkhani was with the Computer Engineering and Information Technology Department, Amirkabir University of Technology, Tehran, Iran. Presently, he is with the Technology and Engineering Department, University of Qom, Qom, Iran.(email:amirkhani@aut.ac.ir)

Submodular Attribute Selection for Visual Recognition (Abstract)

Jingjing Zheng , General Electric Global Research, 1 Research Circle, Niskayuna, New York 12309.(email:jingjing.zheng@ge.com)

Cross-Validated Variable Selection in Tree-Based Methods Improves Predictive Performance (Abstract)

Amichai Painsky , School of Mathematical Sciences, Tel Aviv University, Ramat Aviv, Israel, 6997801.(email:amichaip@eng.tau.ac.il)

Adaptive 3D Face Reconstruction from Unconstrained Photo Collections (Abstract)

Xiaoming Liu , Department of Computer Science and Engineering, Michigan State University (e-mail: liuxm@cse.msu.edu).

Principal Graph and Structure Learning Based on Reversed Graph Embedding (Abstract)

Qi Mao , HERE company, Chicago, IL, USA. (e-mail: qimao.here@gmail.com).

Pre–Capture Privacy for Small Vision Sensors (Abstract)

Francesco Pittaluga , Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL, 32611.(email:f.pittaluga@ufl.edu)

Supporting One-Time Point Annotations for Gesture Recognition (Abstract)

Long-Van Nguyen-Dinh , Wearable Computing Lab at the Department of Information Technology and Electrical Engineering, ETH Z¨ urich, Switzerland.(Email: longvan@ife.ee.ethz.ch.)

Webly-supervised Fine-grained Visual Categorization via Deep Domain Adaptation (Abstract)

Zhe Xu , Shanghai Jiao Tong University and University of Technology Sydney.(email:xz3030@sjtu.edu.cn)

Summarizing Unconstrained Videos using Salient Montages (Abstract)

Min Sun , National Tsing Hua University.(email:sunmin@ee.nthu.edu.tw)

Cross-convolutional-layer Pooling for Image Recognition (Abstract)

Chunhua Shen , School of Computer Science, The University of Adelaide, Adelaide, SA 5005, Australia.(email:chunhua.shen@adelaide.edu.au)

Jointly Learning Heterogeneous Features for RGB-D Activity Recognition (Abstract)

Wei-Shi Zheng , School of Information Science and Technology, Sun Yat-Sen University, Guangzhou, China.(email:hujianf@mail2.sysu.edu.cn)

A Bayesian additive model for understanding public transport usage in special events (Abstract)

Filipe Rodrigues , Technical University of Denmark (DTU), Bygning 115, 2800 Kgs. Lyngby, Denmark.(email:rodr@dtu.dk)

Aligning Where to See and What to Tell: Image Captioning with Region-based Attention and Scene-specific Contexts (Abstract)

Kun Fu , Department of Automation, Tsinghua University; State Key Lab of Intelligence Technologies and Systems; Tsinghua National Laboratory for Information Science and Technology (TNList), Beijing, 100084, China.

Online Object Tracking, Learning and Parsing with And-Or Graphs (Abstract)

Tianfu Wu , Department of Electrical and Computer Engineering and the Visual Narrative Cluster, North Carolina State University. This work was mainly done when T.F. Wu was research assistant professor at the University of California, Los Angeles.(email:tianfu wu@ncsu.edu)

Hetero-manifold Regularisation for Cross-modal Hashing (Abstract)

Ling Shao , School of Computing Sciences, University of East Anglia, Norwich NR4 7TJ, U.K. (email: ling.shao@ieee.org)

An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition (Abstract)

Xiang Bai , School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China, 43007 (e-mail: xbai@hust.edu.cn).

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Scene Segmentation (PDF)

Alex Kendall , Machine Intelligence Lab, Department of Engineering, University of Cambridge, UK.(Email: agk34@cam.ac.uk)

Audio-Visual Speaker Diarization Based on Spatiotemporal Bayesian Fusion (Abstract)

Radu Horaud , INRIA Grenoble Rhone-Alpes, Montbonnot Saint-Martin, France.(email:radu.horaudg@inria.fr)

Comprehensive Use of Curvature For Robust And Accurate Online Surface Reconstruction (Abstract)

Damien Lefloch , Department of Computer Science at University College London, Gower Street, WC1 6BT, London, United Kingdom. (e-mail: t.weyrich@cs.ucl.ac.uk).

Dynamic Programming for Instance Annotation in Multi-instance Multi-label Learning (Abstract)

Anh Pham , School of EECS, Oregon State University, Corvallis, OR 97331-5501, USA.(email:phaman@eecs.oregonstate.edu)

Compositional Model Based Fisher Vector Coding for Image Classification (Abstract)

Chunhua Shen , School of Computer Science, The University of Adelaide, SA, Australia. (e-mail: chhshen@gmail.com).

Measuring and Predicting Tag Importance for Image Retrieval (Abstract)

Shangwen Li , Ming Hsieh Department of Electrical Engineering, University of Southern California, Los Angeles, CA 90089 (e-mail: shangwel@usc.edu).

Newton-Type Greedy Selection Methods for $\ell_0$-Constrained Minimization (Abstract)

Xiao-Tong Yuan , Jiangsu Province Key Laboratory of Big Data Analysis Technology, Nanjing University of Information Science and Technology, Nanjing, 210044, China. (e-mail: xtyuan@nuist.edu.cn).

Robust Matrix Factorization by Majorization Minimization (Abstract)

Zhouchen Lin , Key Laboratory of Machine Perception (MOE), School of Electronic Engineering and Computer Science, Peking University, Beijing 100871, China (e-mail: zlin@pku.edu.cn).

Transformations Based on Continuous Piecewise-Affine Velocity Fields (PDF)

Oren Freifeld , Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Cambridge MA 02319, USA (e-mail: freifeld@csail.mit.edu)

Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods (Abstract)

Mehrtash Harandi , College of Engineering and Computer Science, Australian National University, Canberra and Data61 - CSIRO, Canberra Research Laboratory, Australia (e-mail: mehrtash.harandi@data61.csiro.au).

SymPS: BRDF Symmetry Guided Photometric Stereo for Shape and Light Source Estimation (Abstract)

Feng Lu , State Key Laboratory of Virtual Reality Technology and Systems, School of Computer Science and Engineering, Beihang University. F. Lu is also with the International Research Institute for Multidisciplinary Science, Beihang University, Beijing, 100191, China.(email:lufeng@buaa.edu.cn)

CODE: Coherence Based Decision Boundaries for Feature Correspondence (Abstract)

Wen-Yan Lin , Advanced Digital Sciences Center, Singapore, 138632. (e-mail: daniel.lin@adsc.com.sg).

Unsupervised Transfer Learning via Multi-Scale Convolutional Sparse Coding for Biomedical Applications (Abstract)

Hang Chang , Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, U.S.A

Direct Least Square Fitting of Hyperellipsoids (Abstract)

Martti Kesaniemi , Systems Analysis Laboratory, Department of Mathematics and Systems Analysis, School of Science, Aalto University, P.O.Box 11100, 00076 Aalto, Finland. (e-mail: martti.kesaniemi@gmail.com)

A Unified Spatiotemporal Prior based on Geodesic Distance for Video Object Segmentation (Abstract)

Jianbing Shen , Beijing Laboratory of Intelligent Information Technology, School of Computer Science, Beijing Institute of Technology, (e-mail: shenjianbing@bit.edu.cn).

Multi-Dimensional Sparse Models (Abstract)

yunhui shi , Beijing Advanced Innovation Center for Future Internet Technology, Beijing Key Laboratory of Multimedia and Intelligent Software Technology, BJUT Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China.(email:q1987n@emails.bjut.edu.cn)

Discriminative Dimensionality Reduction for Multi-dimensional Sequences (Abstract)

Bing Su , Institute of Software, Chinese Academy of Sciences, Beijing, China, 100190.(email:subing@iscas.ac.cn)

Latent-Class Hough Forests for 6 DoF Object Pose Estimation (Abstract)

Rigas Kouskouridas , Department of Electrical and Electronic Engineering, Imperial College London, SW7 2AZ, UK (e-mail: r.kouskouridas@imperial.ac.uk).

Person Re-Identification by Camera Correlation Aware Feature Augmentation (Abstract)

Wei-Shi Zheng , School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China.(email:wszheng@ieee.org)

Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks (Abstract)

Chu-Song Chen , Institute of Information Science, Academia Sinica, Taipei, Taiwan.(email:song@iis.sinica.edu.tw)

Robust Guided Image Filtering Using Nonconvex Potentials (Abstract)

Bumsub Ham , School of Electrical and Electronic Engineering, Yonsei University, Seoul, Korea.(email:mimo@yonsei.ac.kr)

Multi-View Multi-Instance Learning Based on Joint Sparse Representation and Multi-View Dictionary Learning (Abstract)

Bing Li , National Laboratory of Pattern Recognition (NLPR), Institute of Automation, CAS, Beijing, 100190, China.(email:bli@nlpr.ia.ac.cn)

Demographic Analysis from Biometric Data: Achievements, Challenges, and New Frontiers (Abstract)

Yunlian Sun , Center for Research on Intelligent Perception and Computing, National Laboratory of Pattern Recognition, Institute of Automation, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, 100190, Beijing, China.(email:yunlian.sun@nlpr.ia.ac.cn)

Curvilinear Structure Analysis by Ranking the Orientation Responses of Path Operators (Abstract)

Odyssee Merveille , Universite Paris-Est, LIGM (UMR 8049), CNRS, ENPC, ESIEE Paris, UPEM, F-93162, Noisy-le-Grand, France.(email:odyssee.merveille@esiee.fr)

Separability-Oriented Subclass Discriminant Analysis (Abstract)

Huan Wan , Key Lab of Network Security and Cryptology, School of Mathematics and Computer Science, Fujian Normal University, P.R. China (e-mail: huanwan.mail@qq.com).

Template Matching via Densities on the Roto-Translation Group (PDF)

Erik Bekkers , Department of Biomedical Engineering, Eindhoven University of Technology (TU/e), the Netherlands. (e-mail: e.j.bekkers@tue.nl)

Collaborative Index Embedding for Image Retrieval (Abstract)

Qi Tian , Department of Computer Science, University of Texas at San Antonio, San Antonio, TX, 78249, USA. (e-mail: qitian@cs.utsa.edu)

Deep Unfolding for Topic Models (Abstract)

Jen-Tzung Chien , Department of Electrical and Computer Engineering, National Chiao Tung University, Hsinchu, Taiwan.(email:jtchien@nctu.edu.tw)

Multiview Rectification of Folded Documents (Abstract)

Shaodi You , Data61-CSIRO, and Australian National University, Australia.(email:youshaodi@gmail.com)

Fast Randomized Singular Value Thresholding for Low-rank Optimization (Abstract)

Tae-Hyun Oh , Department of Electrical Engineering, KAIST, Daejeon, Republic of Korea

Algebraic Clustering of Affine Subspaces (Abstract)

Manolis Tsakiris , Center of Imaging Science, Johns Hopkins University, Baltimore, MD, 21218, USA.(email:m.tsakiris@jhu.edu)

Watch-n-Patch: Unsupervised Learning of Actions and Relations (Abstract)

Chenxia Wu , Department of Computer Science, Cornell University, Ithaca, NY 14853(e-mail: chenxiawu@cs.cornell.edu).

Fast supervised discrete hashing (Abstract)

Jie Gui , Institute of Intelligent Machines, Chinese Academy of Sciences, Hefei 230031, People’s Republic of China.(email:guijie@ustc.edu)

Expression-Invariant Age Estimation Using Structured Learning (Abstract)

Zhongyu Lou , Intelligent Systems Lab Amsterdam, Informatics Institute, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands (e-mail: z.lou@uva.nl).

SVBRDF-Invariant Shape and Reflectance Estimation from a Light-Field Camera (Abstract)

Ting-Chun Wang , EECS Department at the University of California, Berkeley, in Berkeley, CA 94720. (e-mail: tcwang0509@berkeley.edu).

Collaborative Active Visual Recognition from Crowds: A Distributed Ensemble Approach (Abstract)

Gang Hua , Microsoft Research, Beijing 100080, China (e-mail: ganghua@gmail.com)

Spectral Learning for Supervised Topic Models (Abstract)

Jun Zhu , Department of Computer Science and Technology, TNList Lab, State Key Lab for Intelligent Technology and Systems, CBICR Center, Tsinghua University, Beijing 100084, China (e-mail: dcszj@tsinghua.edu.cn)

Embedding based on function approximation for large scale image search (Abstract)

Thanh-Toan Do , Singapore University of Technology and Design, Singapore and the University of Adelaide, Australia. (e-mail: thanhtoan_do@sutd.edu.sg).

Intrinsic Manifold SLIC: A Simple and Efficient Method for Computing Content-Sensitive Superpixels (Abstract)

Yong-Jin Liu , Tsinghua National Laboratory for Information Science and Technology, the Department of Computer Science and Technology, Tsinghua University, Beijing, China.(email:liuyongjin@tsinghua.edu.cn)

Exploring Context with Deep Structured models for Semantic Segmentation (Abstract)

Chunhua Shen , School of Computer Science, The University of Adelaide, Australia; and the AustralianCentre for Robotic Vision (e-mail: fchunhua.shen@adelaide.edu.au).

Multi-Target Regression via Robust Low-Rank Learning (Abstract)

Xiantong Zhen , Department of Medical Biophysics, The University of Western Ontario, London, Ontario, N6A 4V2, Canada.(email:zhenxt@gmail.com)

A Unified Alternating Direction Method of Multipliers by Majorization Minimization (Abstract)

Canyi Lu , Department of Electrical and Computer Engineering, National University of Singapore, Singapore (e-mail: canyilu@gmail.com)

Single-View 3D Scene Reconstruction and Parsing by Attribute Grammar (Abstract)

Xiaobai Liu , San Diego State University (SDSU), San Diego, CA 92182 USA

A Hybrid Shared-Memory Parallel Max-Tree Algorithm for Extreme Dynamic-Range Images (Abstract)

Ugo Moschini , Johann Bernoulli Institute, University of Groningen, P.O. Box 407, 9700 AK Groningen, The Netherlands. (e-mail: u.moschini@rug.nl).

Deep Multimodal Feature Analysis for Action Recognition in RGB+D Videos (Abstract)

Amir Shahroudy , School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, 639798.(email:amir3@ntu.edu.sg)

Confidence-Based Data Association and Discriminative Deep Appearance Learning for Robust Online Multi-Object Tracking (Abstract)

Seung-Hwan Bae , SW·Content Research Laboratory, Electronics and Telecommunications Research Institute, 218 Gajeong-ro, Yuseong-Gu, Daejeon, 34129, South Korea.(email:shbae@etri.re.kr)

Leave-one-out Kernel Optimization for Shadow Detection and Removal (Abstract)

Tomas F Yago Vicente , Department of Computer Science, Stony Brook University, Stony Brook, NY 11794.(email:tyagovicente@cs.stonybrook.edu)

Progressive Minimal Path Method for Segmentation of 2D and 3D Line Structures (Abstract)

Wei Liao , Department of Bioinformatics and Functional Genomics, Biomedical Computer Vision Group, BIOQUANT, and IPMB, University of Heidelberg, D-69120 Heidelberg,Germany.

Learning a Deep Model for Human Action Recognition from Novel Viewpoints (Abstract)

Hossein Rahmani , School of Computer Science and Software Engineering, The University of Western Australia, 35 Stirling Highway,Crawley, Western Australia, 6009.(email: hossein.rahmani@uwa.edu.au)

Direct Sparse Odometry (PDF)

Jakob Engel , Technical University Munich, Computer Science, Garching, Bavaria, Germany (email: engelj@in.tum.de)

A Unified Framework for Tracking Based Text Detection and Recognition from Web Videos (Abstract)

Xu-Cheng Yin , Department of Computer Science and Technology, and also with the Beijing Key Laboratory of Materials Science Knowledge Engineering, School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083, China (e-mail: xuchengyin@ustb.edu.cn).

Fast median filtering for phase or orientation data (Abstract)

Martin Storath , Image Analysis and Learning Group, Heidelberg Collaboratory for Image Processing, Universität Heidelberg, Germany (e-mail: martin.storath@iwr.uni-heidelberg.de).

Learning Compositional Sparse Bimodal Models (Abstract)

Suren Kumar , Electrical Engineering and Computer Science department at University of Michigan, Ann Arbor, MI - 48109 (e-mail: surenkum@umich.edu).

Drawing and Recognizing Chinese Characters with Recurrent Neural Network (Abstract)

Xu-Yao Zhang , NLPR at Institute of Automation, Chinese Academy of Sciences, P.R. China (e-mail: xyz@nlpr.ia.ac.cn)

Towards Robust and Accurate Multi-view and Partially-occluded Face Alignment (Abstract)

Weiming Hu , CAS Center for Excellence in Brain Science and Intelligence Technology, National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences; University of Chinese Academy of Sciences, Beijing 100190, P. R. China.(email:wmhu@nlpr.ia.ac.cn)

Rethinking the sGLOH Descriptor (Abstract)

Fabio Bellavia , Department of Information Engineering, Universit`a degli Studi di Firenze, Firenze 50139, Italy (e-mail: bellavia.fabio@gmail.com)

Automatic camera calibration using multiple sets of pairwise correspondences (Abstract)

Francisco Vasconcelos , University College London, London, U.K. (e-mail: f.vasconcelos@ucl.ac.uk)

Retrieval of Sentence Sequences for an Image Stream via Coherence Recurrent Convolutional Networks (Abstract)

Gunhee Kim , Department of Computer Science and Engineering, Seoul National University, Seoul, Korea..(email:park.chunseong@snu.ac.kr)

Trunk-Branch Ensemble Convolutional Neural Networks for Video-based Face Recognition (Abstract)

Changxing Ding , Centre for Artificial Intelligence, and the Faculty of Engineering and Information Technology, University of Technology Sydney, 81 Broadway, Ultimo, NSW 2007, Australia (email: changxing.ding@student.uts.edu.au).

Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks (Abstract)

Kevis-Kokitsi Maninis , Computer Vision Laboratory, ETHZ, Switzerland. P. Arbel´aez is with the Department of Biomedical Engineering, Universidad de los Andes, Colombia (email: kmaninis@vision.ee.ethz.ch)

A Survey on Learning to Hash (Abstract)

Jingdong Wang , Microsoft Research, Beijing, P.R. China.(email:jingdw@microsoft.com)

Mixture of Probabilistic Principal Component Analyzers for Shapes from Point Sets (Abstract)

Ali Gooya , The Center of Computational Imaging & Simulation Technologies in Biomedicine, the University of Sheffield, UK (e-mail: a.gooya@sheffield.ac.uk)

Towards Reaching Human Performance in Pedestrian Detection (Abstract)

Shanshan Zhang , Max Planck Institute for Informatics (e-mail: shanshan.zhang@mpi-inf.mpg.de).

Learning Trans-dimensional Random Fields with Applications to Language Modeling (Abstract)

Bin Wang , Department of Electronic Engineering, Tsinghua university, Beijing, China (e-mail: ozj@tsinghua.edu.cn).
Zhijian Ou , Department of Electronic Engineering, Tsinghua university, Beijing, China (e-mail: ozj@tsinghua.edu.cn).

Efficient 2D and 3D Facade Segmentation using Auto-Context (Abstract)

Raghudeep Gadde , LIGM (UMR 8049), Ecole des Ponts, UPE, Champs-sur-Marne, France.

3D Object Localisation from Multi-view Image Detections (Abstract)

Marco Crocco , Visual Geometry and Modelling (VGM) Lab, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy.(email:alessio.delbue@iit.it)

Video Super-Resolution via Bidirectional Recurrent Convolutional Networks (Abstract)

Yan Huang , Center for Research on Intelligent Perception and Computing (CRIPAC), National Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences (CASIA), No. 95 ZhongGuanCun East Road, Beijing 100190, China.(email:yhuang@nlpr.ia.ac.cn)

Shakeout: A New Approach to Regularized Deep Neural Network Training (Abstract)

Guoliang Kang , Center of AI, Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo, NSW, Australia (e-mail: Guoliang.Kang@student.uts.edu.au).

A Novel Linelet-based Representation for Line Segment Detection (Abstract)

Nam-Gyu Cho , Department of Brain and Cognitive Engineering, Korea University, Anam-dong, Seongbuk-ku, Seoul 02841, Korea.(email:southq@korea.ac.kr)

Generalizing Pooling Functions in CNNs: Mixed, Gated, and Tree (Abstract)

Zhuowen Tu , Department of Cognitive Science, University of California, San Diego, La Jolla, CA 92093, U.S.A.(email:ztu@ucsd.edu)

Personalized Age Progression with Bi-level Aging Dictionary Learning (Abstract)

Jinhui Tang , School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China (e-mail: tangjh1981@acm.org)

The Extreme Value Machine (Abstract)

Ethan M. Rudd , The Department of Computer Science, University of Colorado Colorado Springs, Colorado Springs, CO, 80918 (email: erudd@vast.uccs.edu)

Sequential Optimization for Efficient High-Quality Object Proposal Generation (Abstract)

Ziming Zhang , Mitsubishi Electric Research Laboratories (MERL), Cambridge, MA 02139-1955, U.S. (e-mail: zzhang@merl.com)
Philip H.S. Torr , Mitsubishi Electric Research Laboratories (MERL), Cambridge, MA 02139-1955, U.S. (e-mail: zzhang@merl.com)

Image Captioning and Visual Question Answering Based on Attributes and External Knowledge (Abstract)

Chunhua Shen , Australian Centre for Visual Technologies, and School of Computer Science, at The University of Adelaide, Australia (e-mail: chhshen@gmail.com).

Context-Aware Local Binary Feature Learning for Face Recognition (Abstract)

Jiwen Lu , The Department of Automation, Tsinghua University, State Key Lab of Intelligent Technologies and Systems; Tsinghua National Laboratory for Information Science and Technology (TNList), Beijing, 100084, China (email: lujiwen@tsinghua.edu.cn)

Sub-Selective Quantization for Learning Binary Code in Large-Scale Image Search (Abstract)

Yeqing Li , The Department of Computer Science and Engineering, University of Texas at Arlington, Texas 76019, USA (email: jzhuang@uta.edu)

NetVLAD: CNN architecture for weakly supervised place recognition (Abstract)

Relja Arandjelovic , Inria, WILLOW, Departement d’Informatique de l’E´cole Normale Supe´rieure, PSL Research University, ENS/INRIA/CNRS UMR 8548, Paris, France.(email:Relja.Arandjelovic@inria.fr)

Deformation Based Curved Shape Representation (Abstract)

Girum G. Demisse , The Interdisciplinary Center for Security, Reliability, and Trust of the University of Luxembourg, Luxembourg, L-2721 (email: fgirum.demisse@uni.lu)

Scene Segmentation with DAG-Recurrent Neural Networks (Abstract)

Bing Shuai , The Rapid-Rich Object Search (ROSE) Lab, School of Electrical and Electronic Engineering (EEE), Nanyang Technological University, Singapore, 639798 (email: bshuai001@ntu.edu.sg)

Incorporating Network Built-in Priors in Weakly-supervised Semantic Segmentation (Abstract)

Fatemehsadat Saleh , College of Engineering and Computer Science, Australian National University and Data61-CSIRO, Australia. (e-mail: fatemehsadat.saleh@data61.csiro.au).

Deep Canonical Time Warping for simultaneous alignment and representation learning of sequences (Abstract)

George Trigeorgis , Department of Computing, Imperial College London, SW7 2RH, London, UK.(email:g.trigeorgis@imperial.ac.uk)

Data Visualization with Structural Control of Global Cohort and Local Data Neighborhoods (Abstract)

Tingting Mu , Electrical Engineering and Electronics, University of Liverpool, Liverpool, Merseyside United Kingdom of Great Britain and Northern Ireland (e-mail: tingtingmu@me.com)
Yannis John Goulermas , Computer Science, University of Liverpool, Liverpool, England United Kingdom of Great Britain and Northern Ireland L69 3BX (e-mail: j.y.goulermas@liverpool.ac.uk)
Sophia Ananiadou , Computer Science, University of Manchester, Manchester, Manchester United Kingdom of Great Britain and Northern Ireland M7 1DN (e-mail: sophia.ananiadou@manchester.ac.uk)

Gracker: A Graph-based Planar Object Tracker (Abstract)

Tao Wang , Beijing Key Laboratory of Traffic Data Analysis and Mining, Beijing Jiaotong University, Beijing, Beijing China (e-mail: twang@bjtu.edu.cn)
Haibin Ling , Meitu HiScene Lab, HiScene Information Technologies, Shanghai, Shanghai China (e-mail: hbling@temple.edu)

Joint Alignment of Multiple Point Sets with Batch and Incremental Expectation-Maximization (Abstract)

Dimitrios Georgios Evangelidis , Daqri Research Center, DAQRI, Vienna, Vienna Austria (e-mail: george.evangelidis@gmail.com)
Radu Horaud , INRIA Rhone-Alpes, INRIA, Montbonnot Saint-Martin, Rhone-Alpes France 38330 (e-mail: radu.horaud@inria.fr)

Spatiotemporal GMM for Background Subtraction with Superpixel Hierarchy (Abstract)

Mingliang Chen , Computer Science, City University of Hong Kong, Hong Kong, Hong Kong Hong Kong (e-mail: christmas.chen.34@gmail.com)
Xing Wei , Automation science and technology, Xi\'an Jiaotong University, 12480 Xi?an, Shaanxi China (e-mail: xingxjtu@gmail.com)
Qingxiong Yang , Computer Science, City University of Hong Kong, Hong Kong, Hong Kong Hong Kong (e-mail: qiyang@cityu.edu.hk)
Qing Li , Department of Computer Science, City University of Hong Kong, Hong Kong, HKSAR China 000000 (e-mail: itqli@cityu.edu.hk)
Gang Wang , Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore Singapore (e-mail: wanggang@ntu.edu.sg)
Ming-Hsuan Yang , EECS, University of California at Merced, Merced, California United States 95344 (e-mail: mhyang@ucmerced.edu)

BreakingNews: Article Annotation by Image and Text Processing (Abstract)

Arnau Ramisa , Perception and manipulation, Institut de Robotica i Informatica Industrial, Barcelona, Barcelona Spain 08028 (e-mail: aramisa@iri.upc.edu)
Fei Yan , CVSSP, University of Surrey, Guildford, Surrey United Kingdom of Great Britain and Northern Ireland GU2 7XH (e-mail: f.yan@surrey.ac.uk)
Francesc Moreno-Noguer , Perception and Manipulation, Institut de Robotica i Informatica Industrial, 120391 Barcelona, Catalunya Spain (e-mail: fmoreno@iri.upc.edu)
Krystian Mikolajczyk , Electrical and Electronic Engineering, Imperial College London, 4615 London, London United Kingdom of Great Britain and Northern Ireland (e-mail: k.mikolajczyk@imperial.ac.uk)

Learning from Ambiguously Labeled Face Images (Abstract)

Ching-Hui Chen , Electrical and Computer Engineering, University of Maryland, College Park, College Park, Maryland United States 20742 (e-mail: ezhuei@gmail.com)
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)

Bilinear Convolutional Neural Networks for Fine-grained Visual Recognition (Abstract)

Tsung-Yu Lin , College of Information and Computer Sciences, University of Massachusetts Amherst, 14707 Amherst, Massachusetts United States 01003 (e-mail: tsungyulin@cs.umass.edu)
Aruni RoyChowdhury , College of Information and Computer Sciences, University of Massachusetts Amherst, 14707 Amherst, Massachusetts United States (e-mail: arunirc@cs.umass.edu)
Subhransu Maji , College of Information and Computer Sciences, University of Massachusetts Amherst, 14707 Amherst, Massachusetts United States (e-mail: smaji@cs.umass.edu)

Places: A 10 million Image Database for Scene Recognition (Abstract)

Bolei Zhou , EECS, Massachusetts Institute of Technology, 2167 Cambridge, Massachusetts United States (e-mail: zhoubolei@gmail.com)
Agata Lapedriza , Multimedia i Telecomunicaci, Universitat Oberta de Catalunya, 16766 Barcelona, Catalunya Spain (e-mail: alapedriza@uoc.edu)
Aditya Khosla , EECS, MIT, Cambridge, Massachusetts United States (e-mail: khosla@csail.mit.edu)
Aude Oliva , EECS, MIT Computer Science and Artificial Intelligence Laboratory (CSAIL), Cambridge, Massachusetts United States (e-mail: oliva@mit.edu)
Antonio Torralba , EECS, MIT, Cambridge, Massachusetts United States (e-mail: torralba@mit.edu)

3D Reconstruction in the Presence of Glass and Mirrors by Acoustic and Visual Fusion (Abstract)

Yu Zhang , Computer Science, University of Kentucky, 4530 Lexington, Kentucky United States (e-mail: zhangyu606@gmail.com)
Mao Ye , Computer Science, University of Kentucky, Lexington, Kentucky United States 40506 (e-mail: mao.ye@uky.edu)
Dinesh Manocha , Computer Science, University of North Carolina, Chapel Hill, North Carolina United States (e-mail: dm@cs.unc.edu)
Ruigang Yang , Computer Science, University of Kentucky, Lexington, Kentucky United States 40507 (e-mail: ryang@cs.uky.edu)

Joint Semantic and Latent Attribute Modelling for Cross-Class Transfer Learning (Abstract)

Peixi Peng , Peking University, School of EE & CS, Beijing, Beijing China (e-mail: pxpeng@pku.edu.cn)
Yonghong Tian , School of EE & CS, Peking University, Haidian, Beijing China (e-mail: yhtian@pku.edu.cn)
Tao Xiang , EECS, Queen Mary, University of London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: t.xiang@qmul.ac.uk)
Yaowei Wang , Department of Electronic Engineering, Beijing Institute of Technology, Beijing, Beijing China (e-mail: yaoweiwang@bit.edu.cn)
Massimiliano Pontil , Department of Computer Science, Centre for Computational Statistics and Machine Learning, University College London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: m.pontil@cs.ucl.ac.uk)
Tiejun Huang , School of EE & CS, Peking University, Beijing, Beijing China (e-mail: tjhuang@pku.edu.cn)

Learning Semantic Part-Based Models from Google Images (Abstract)

Davide Modolo , IPAB, University of Edinburgh, Edinburgh, Midlothian United Kingdom of Great Britain and Northern Ireland (e-mail: davide.modolo@gmail.com)
Vittorio Ferrari , Informatics, University of Edinburgh, Edinburgh, Lothians United Kingdom of Great Britain and Northern Ireland eh9 3ab (e-mail: vittoferrari@gmail.com)

Dense 3D Face Correspondence (Abstract)

Syed Zulqarnain Gilani , Computer Science & Software Engineering, University of Western Australia, Crawley, Western Australia Australia (e-mail: syedzulqarnain.gilani@research.uwa.edu.au)
Ajmal Mian , Computer Science, The University of Western Australia, Perth, Western Australia Australia 6009 (e-mail: ajmal.mian@uwa.edu.au)
Faisal Shafait , School of Computer Science and Software Engineering, The University of Western Australia, Perth, Western Australia Australia (e-mail: faisal.shafait@uwa.edu.au)
Ian Reid , School of Computer Science, University of Adelaide, 1066 Adelaide, South Australia Australia (e-mail: ian.reid@adelaide.edu.au)

Proposal Flow: Semantic Correspondences from Object Proposals (Abstract)

Bumsub Ham , Electrical and Electronic Engineering, Yonsei University, 26721 Seodaemun-gu, Seoul Korea (the Republic of) 120-749 (e-mail: bumsub.ham@inria.fr)
Minsu Cho , INRIA, Paris, Paris France (e-mail: minsu.cho@inria.fr)
Cordelia Schmid , INRIA Grenoble, LEAR team, Montbonnot, Rhone-Alpes France (e-mail: cordelia.schmid@inria.fr)
Jean Ponce , Laboratoire d'Informatique, Ecole Normale Superieure, Paris, le-de-France France (e-mail: Jean.Ponce@ens.fr)

Multi-gait Recognition based on Attribute Discovery (Abstract)

Xin chen , College of Information Science and Technology, Jinan university, Guangzhou, Guangdong China (e-mail: 843597029@qq.com)
Jian Weng , College of Information Science and Technology, Jinan University, Guangzhou, Guangdong China (e-mail: cryptjweng@gmail.com)
Wei Lu , Guangdong Key Laboratory of Information Security Technology, Sun Yat-Sen University, 26469 Guangzhou, Guangdong China (e-mail: luwei3@mail.sysu.edu.cn)
Jiaming Xu , Baiyun District Bureau of Justice, Guangzhou, Guangdong China (e-mail: 19910411xjm@sina.com)

Joint Multi-Leaf Segmentation, Alignment, and Tracking from Fluorescence Plant Videos (Abstract)

Xi Yin , Computer Science and Engineering, Michigan State University, East Lansing, Michigan United States (e-mail: yinxi.whu@gmail.com)
xiaoming Liu , Computer Science and Engineering, Michigan State University, Okemos, Michigan United States (e-mail: liuxm@cse.msu.edu)
Jin Chen , Department of Internal Medicine and Department of Computer Science, University of Kentucky, 4530 Lexington, Kentucky United States (e-mail: jinchen@msu.edu)
David M. Kramer , MSU-DOE Plant Biology Lab, michigan state University, east lansing, Michigan United States (e-mail: kramerd8@msu.edu)

Learning and Inferring "Dark Matter" and Predicting Human Intents and Trajectories in Videos (Abstract)

Dan Xie , Statistics, University of California, Los Angeles, Los Angeles, California United States (e-mail: xiedwill@gmail.com)
Tianmin Shu , Statisitics, University of California Los Angeles, 8783 Los Angeles, California United States 90095 (e-mail: tianmin.shu@ucla.edu)
Sinisa Todorovic , Computer Science, Oregon State University, Corvallis, Oregon United States 97331 (e-mail: sinisa@eecs.oregonstate.edu)
Song-Chun Zhu , Statistics and Computer Science, University of California, Los Angeles, Los Angeles, California United States 90095 (e-mail: sczhu@stat.ucla.edu)

Semantic Object Segmentation in Tagged Videos via Detection (Abstract)

Yu Zhang , Computer Science and Engineering, Beihang University, Beijing, Beijing China (e-mail: zhangyulb@gmail.com)
Xiaowu Chen , School of Computer Science & Engineering, State Key Laboratory of Virtual Reality Technology & Systems, Beihang University, Beijing, Beijing China 100191 (e-mail: chen@buaa.edu.cn)
Jia Li , School of Computer Science and Engineering, Beihang University, Beijing, Beijing China 100191 (e-mail: jiali@buaa.edu.cn)
Chen Wang , School of Computer Science and Engineering, Beihang University, 12633 Beijing, Beijing China (e-mail: wangc@buaa.edu.cn)
Changqun Xia , School of Computer Science and Engineering, Beihang University, Beijing, Beijing China (e-mail: xiacq@buaa.edu.cn)
Jun Li , School of Computer Science and Engineering, Beihang University, 12633 Beijing, Beijing China (e-mail: junmuzi@buaa.edu.cn)

Collocation for Diffeomorphic Deformations in Medical Image Registration (Abstract)

Sune Darkner , Computer Science, Copenhagen University, Copenhagen, Denmark Denmark (e-mail: darkner@diku.dk)
Akshay Pai , Department of Computer Science, University of Copenhagen, Copenhagen, - Denmark (e-mail: akshay@biomediq.com)
Matthew G. Liptrot , Department of Computer Science, University of Copenhagen, Copenhagen, - Denmark (e-mail: matthew.liptrot@di.ku.dk)
Jon Sporring , Department of Computer Science, University of Copenhagen, Copenhagen, - Denmark DK-2100 (e-mail: sporring@diku.dk)
COMMENTS

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

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

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

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

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

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

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

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

Contextualized Trajectory Parsing with Spatio-Temporal Graph (Abstract)

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

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

Florent Perronnin , Xerox Research Centre Europe, Meylan
Zeynep Akata , Xerox Research Centre Europe, Meylan and INRIA Rhone-Alpes, Montbonnot
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)

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

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

Online Multiple Kernel Similarity Learning for Visual Search (Abstract)

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

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

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

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

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

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

Dong Xu , Nanyang Technological University, Singapore
Lixin Duan , Institute for Infocomm Research, Singapore
Wen Li , 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)

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

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

Support Vector Machine Classifier with Pinball Loss (Abstract)

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

Geodesic Mapping for Dynamic Surface Alignment (Abstract)

Takashi Matsuyama , Kyoto University, Kyoto
Tony Tung , 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)

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

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

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

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

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

Semi-Supervised Kernel Mean Shift Clustering (Abstract)

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

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

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

2D Affine and Projective Shape Analysis (Abstract)

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

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

Negative Binomial Process Count and Mixture Modeling (Abstract)

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

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

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

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

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)

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

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

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

"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).
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