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TABLE OF CONTENTS
Issue No. 02 - Feb. (vol. 38)
ISSN: 0162-8828

Table of Contents (HTML)

pp. C1

A Fast and Accurate Unconstrained Face Detector (Abstract)

Shengcai Liao , National Laboratory of Pattern Recognition and the Center for Biometrics and Security Research, Institute of Automation, Chinese Academy of Sciences, Beijing, China
Anil K. Jain , Department of Computer Science and Engineering, Michigan State University, East Lansing, MI
Stan Z. Li , National Laboratory of Pattern Recognition and the Center for Biometrics and Security Research, Institute of Automation, Chinese Academy of Sciences, Beijing, China
pp. 211-223

A Generalized Probabilistic Framework for Compact Codebook Creation (Abstract)

Lingqiao Liu , School of Computer Science, The University of Adelaide, Adelaide, SA, Australia
Lei Wang , School of Computing and Information Technology, University of Wollongong, Wollongong, NSW, Australia
Chunhua Shen , School of Computer Science, The University of Adelaide, Adelaide, SA, Australia
pp. 224-237

A Stochastic Approach to Diffeomorphic Point Set Registration with Landmark Constraints (Abstract)

Ivan Kolesov , Department of Computer Science, Stony Brook University, Stony Brook, NY
Jehoon Lee , , Samsung Electronics Co., Ltd., Suwon, South Korea
Gregory Sharp , Department of Radiation Oncology at Massachusetts General Hospital, Boston, MA
Patricio Vela , Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA
Allen Tannenbaum , Departments of Computer Science and Applied Mathematics, Stony Brook University, Stony Brook, NY
pp. 238-251

Fast Direct Methods for Gaussian Processes (Abstract)

Sivaram Ambikasaran , , Courant Institute, New York University, New York, NY
Daniel Foreman-Mackey , Department of Physics, New York University, New York, NY
Leslie Greengard , , Courant Institute, New York University, New York, NY
David W. Hogg , Department of Physics, New York University, New York, NY
Michael O'Neil , , Courant Institute and the Polytechnic School of Engineering, New York University, New York, NY
pp. 252-265

Flexible Clustered Multi-Task Learning by Learning Representative Tasks (Abstract)

Qiang Zhou , Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore
Qi Zhao , Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore
pp. 266-278

Generalized Canonical Time Warping (Abstract)

Feng Zhou , Robotics Institute, Carnegie Mellon University
Fernando De la Torre , Robotics Institute, Carnegie Mellon University
pp. 279-294

Image Super-Resolution Using Deep Convolutional Networks (Abstract)

Chao Dong , Department of Information Engineering, The Chinese University of Hong Kong, Hong Kong, China
Chen Change Loy , Department of Information Engineering, The Chinese University of Hong Kong, Hong Kong, China
Kaiming He , , Microsoft Research Asia, Beijing, China
Xiaoou Tang , Department of Information Engineering, The Chinese University of Hong Kong, Hong Kong, China
pp. 295-307

Isotonic Modeling with Non-Differentiable Loss Functions with Application to Lasso Regularization (Abstract)

Amichai Painsky , School of Mathematical Sciences, Tel Aviv University, Ramat Aviv, Israel
Saharon Rosset , School of Mathematical Sciences, Tel Aviv University, Ramat Aviv, Israel
pp. 308-321

Mixture of Switching Linear Dynamics to Discover Behavior Patterns in Object Tracks (Abstract)

Julian F. P. Kooij , Intelligent Systems Lab, University of Amsterdam, Science Park 904, Amsterdam, The Netherlands
Gwenn Englebienne , Intelligent Systems Lab, University of Amsterdam, Science Park 904, Amsterdam, The Netherlands
Dariu M. Gavrila , Intelligent Systems Lab, University of Amsterdam, Science Park 904, Amsterdam, The Netherlands
pp. 322-334

NUS-PRO: A New Visual Tracking Challenge (Abstract)

Annan Li , Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore
Min Lin , Department of Electrical and Computer Engineering, National University of Singapore, Singapore
Yi Wu , School of Information and Control Engineering, Nanjing University of Information Science and Technology, Nanjing, China
Ming-Hsuan Yang , School of Engineering, University of California, Merced, CA, USA
Shuicheng Yan , Department of Electrical and Computer Engineering, National University of Singapore, Singapore
pp. 335-349

Robust Model Fitting Using Higher Than Minimal Subset Sampling (Abstract)

Ruwan B. Tennakoon , School of Aerospace, Mechanical, and Manufacturing Engineering, RMIT University, Melbourne, VIC, Australia
Alireza Bab-Hadiashar , School of Aerospace, Mechanical, and Manufacturing Engineering, RMIT University, Melbourne, VIC, Australia
Zhenwei Cao , Faculty of Science, Engineering and Technology, Swinburne University of Technology, Hawthorn, VIC, Australia
Reza Hoseinnezhad , School of Aerospace, Mechanical, and Manufacturing Engineering, RMIT University, Melbourne, VIC, Australia
David Suter , School of Computer Science, University of Adelaide, Adelaide, SA, Australia
pp. 350-362

Robust Regression (Abstract)

Dong Huang , , Robotics Institute, Carnegie Mellon University Pittsburgh, PA
Ricardo Cabral , , Robotics Institute, Carnegie Mellon University Pittsburgh, PA
Fernando Dela Torre , , Robotics Institute, Carnegie Mellon University Pittsburgh, PA
pp. 363-375

Shape and Reflectance Estimation in the Wild (Abstract)

Geoffrey Oxholm , Computer Science Department, Drexel University, Philadelphia, PA
Ko Nishino , Computer Science Department, Drexel University, Philadelphia, PA
pp. 376-389

Texture Illumination Separation for Single-Shot Structured Light Reconstruction (Abstract)

Minh Vo , , Robotics Institute, Carnegie Mellon University, Pittsburgh, PA
Srinivasa G. Narasimhan , , Robotics Institute, Carnegie Mellon University, Pittsburgh, PA
Yaser Sheikh , , Robotics Institute, Carnegie Mellon University, Pittsburgh, PA
pp. 390-404

Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting (Abstract)

Weiqiang Ren , Center for Research on Intelligent Perception and Computing (CRIPAC), National Laboratory of Pattern Recognition (NLPR), No. 95 ZhongGuanCun East Street, Beijing, China
Kaiqi Huang , Center for Research on Intelligent Perception and Computing (CRIPAC), National Laboratory of Pattern Recognition (NLPR), No. 95 ZhongGuanCun East Street, Beijing, China
Dacheng Tao , Centre for Quantum Computation and Intelligent Systems and the Faculty of Engineering and Information Technology, University of Technology, Sydney, 81 Broadway Street, Ultimo, NSW 2007, Australia
Tieniu Tan , Center for Research on Intelligent Perception and Computing (CRIPAC), National Laboratory of Pattern Recognition (NLPR), No. 95 ZhongGuanCun East Street, Beijing, China
pp. 405-416

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