第12期 - 12月（第38卷）

A Model Selection Approach for Clustering a Multinomial Sequence with Non-Negative Factorization
N.H. Lee, R. Tang, C.E. Priebe, and M. Rosen .................................................................................................................. 2345
An Accurate and Robust Artificial Marker Based on Cyclic Codes
F. Bergamasco, A. Albarelli, L. Cosmo, E. Rodolà, and A. Torsello .................................................................................... 2359
Discriminative Bayesian Dictionary Learning for Classification
N. Akhtar, F. Shafait, and A. Mian ....................................................................................................................................... 2374
Dynamic Scene Recognition with Complementary Spatiotemporal Features
C. Feichtenhofer, A. Pinz, and R.P. Wildes ......................................................................................................................... 2389
EM Algorithms for Weighted-Data Clustering with Application to Audio-Visual Scene Analysis
I.D. Gebru, X. Alameda-Pineda, F. Forbes, and R. Horaud ................................................................................................ 2402
Higher-Order Graph Principles towards Non-Rigid Surface Registration
Y. Zeng, C. Wang, X. Gu, D. Samaras, and N. Paragios .................................................................................................... 2416
Histogram of Oriented Principal Components for Cross-View Action Recognition
H. Rahmani, A. Mahmood, D. Huynh, and A. Mian ............................................................................................................ 2430
Joint Head Pose/Soft Label Estimation for Human Recognition In-The-Wild
H. Proen?a, J.C. Neves, S. Barra, T. Marques, and J.C. Moreno ....................................................................................... 2444
Learning to Diffuse: A New Perspective to Design PDEs for Visual Analysis
R. Liu, G. Zhong, J. Cao, Z. Lin, S. Shan, and Z. Luo ........................................................................................................ 2457
Making Trillion Correlations Feasible in Feature Grouping and Selection
Y. Zhai, Y.-S. Ong, and I.W. Tsang ...................................................................................................................................... 2472
Minimum Entropy Rate Simplification of Stochastic Processes
G.E. Henter and W.B. Kleijn ............................................................................................................................................... 2487
Person Re-Identification by Discriminative Selection in Video Ranking
T. Wang, S. Gong, X. Zhu, and S. Wang ............................................................................................................................ 2501
Reconstructing Curvilinear Networks Using Path Classifiers and Integer Programming
E. Türetken, F. Benmansour, B. Andres, P. G?owacki, H. Pfister, and P. Fua ...................................................................... 2515
Shape Distributions of Nonlinear Dynamical Systems for Video-Based Inference
V. Venkataraman and P. Turaga .......................................................................................................................................... 2531
Surface Regions of Interest for Viewpoint Selection
G. Leifman, E. Shtrom, and A. Tal ...................................................................................................................................... 2544

第01期 - 1月（第39卷）

State of the Journal
D.A. Forsyth ........................................................................................................................................................................ 1
Incoming EIC Editorial
S. Dickinson ........................................................................................................................................................................ 3
Active Clustering with Model-Based Uncertainty Reduction
C. Xiong, D.M. Johnson, and J.J. Corso ............................................................................................................................. 5
Adaptive Visual Tracking with Minimum Uncertainty Gap Estimation
J. Kwon and K.M. Lee ........................................................................................................................................................ 18
An Efficient Joint Formulation for Bayesian Face Verification
D. Chen, X. Cao, D. Wipf, F. Wen, and J. Sun .................................................................................................................... 32
Blessing of Dimensionality: Recovering Mixture Data via Dictionary Pursuit
G. Liu, Q. Liu, and P. Li ....................................................................................................................................................... 47
Discriminative and Efficient Label Propagation on Complementary Graphs for Multi-Object Tracking
A. Kumar K.C., L. Jacques, and C. De Vleeschouwer ........................................................................................................ 61
Empirical Minimum Bayes Risk Prediction
V. Premachandran, D. Tarlow, A.L. Yuille, and D. Batra ...................................................................................................... 75
Expanded Parts Model for Semantic Description of Humans in Still Images
G. Sharma, F. Jurie, and C. Schmid ................................................................................................................................... 87
Hierarchical Clustering Multi-Task Learning for Joint Human Action Grouping and Recognition
A.-A. Liu, Y.-T. Su, W.-Z. Nie, and M. Kankanhalli ..............................................................................................................102
Human Parsing with Contextualized Convolutional Neural Network
X. Liang, C. Xu, X. Shen, J. Yang, J. Tang, L. Lin, and S. Yan ............................................................................................115
Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation
J. Pont-Tuset, P. Arbeláez, J.T. Barron, F. Marques, and J. Malik .......................................................................................128
Multi-Timescale Collaborative Tracking
D. Chen, Z. Yuan, G. Hua, J. Wang, and N. Zheng .............................................................................................................141
Nuclear Norm Based Matrix Regression with Applications to Face Recognition with Occlusion and
Illumination Changes
J. Yang, L. Luo, J. Qian, Y. Tai, F. Zhang, and Y. Xu ............................................................................................................156

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