Pattern Recognition, Volume 76

Volume 76, April 2018

Regular papers

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  Zizhu Fan, Da Zhang, Xin Wang, Qi Zhu, Yuan-Fang Wang:
  Virtual dictionary based kernel sparse representation for face recognition. 1-13
• 
  Pei-Yi Yang, Zhao-Rong Lai, Xiaotian Wu, Liangda Fang:
  Trend representation based log-density regularization system for portfolio optimization. 14-24
• 
  Otkrist Gupta, Dan Raviv, Ramesh Raskar:
  Illumination invariants in deep video expression recognition. 25-35
• 
  Vincent Andrearczyk, Paul F. Whelan:
  Convolutional neural network on three orthogonal planes for dynamic texture classification. 36-49
• 
  Chandan Singh, Ekta Walia, Kanwal Preet Kaur:
  Color texture description with novel local binary patterns for effective image retrieval. 50-68
• 
  Kunqian Li, Wenbing Tao, Xiaobai Liu, Liman Liu:
  Iterative image segmentation with feature driven heuristic four-color labeling. 69-79

Virtual Special Section on Articulated Motion and Deformable Objects

• 
  Juan C. Núñez, Raúl Cabido, Juan José Pantrigo, Antonio S. Montemayor, José Francisco Vélez:
  Convolutional Neural Networks and Long Short-Term Memory for skeleton-based human activity and hand gesture recognition. 80-94

Regular papers

• 
  Xiaoming Huang, Yu-Jin Zhang:
  Water flow driven salient object detection at 180 fps. 95-107
• 
  Hugo Lewi Hammer, Anis Yazidi, B. John Oommen:
  On the classification of dynamical data streams using novel "Anti-Bayesian" techniques. 108-124
• 
  Licheng Jiao, Sibo Zhang, Lingling Li, Fang Liu, Wenping Ma:
  A modified convolutional neural network for face sketch synthesis. 125-136

Virtual Special Section on Articulated Motion and Deformable Objects

• 
  Yao Guo, Youfu Li, Zhanpeng Shao:
  DSRF: A flexible trajectory descriptor for articulated human action recognition. 137-148

Regular papers

• 
  Pil-Soo Kim, Dong-Gyu Lee, Seong-Whan Lee:
  Discriminative context learning with gated recurrent unit for group activity recognition. 149-161
• 
  Yi Yang, Fajie Duan, Ling Ma:
  A rotationally invariant descriptor based on mixed intensity feature histograms. 162-174
• 
  Andre L. Brun, Alceu S. Britto Jr., Luiz S. Oliveira, Fabrício Enembreck, Robert Sabourin:
  A framework for dynamic classifier selection oriented by the classification problem difficulty. 175-190
• 
  Huiling Zhou, Kin-Man Lam:
  Age-invariant face recognition based on identity inference from appearance age. 191-202
• 
  Ding Tu, Ling Chen, Mingqi Lv, Hongyu Shi, Gencai Chen:
  Hierarchical online NMF for detecting and tracking topic hierarchies in a text stream. 203-214
• 
  Nannan Wang, Xinbo Gao, Jie Li:
  Random sampling for fast face sketch synthesis. 215-227
• 
  Jie Lu, Junyu Xuan, Guangquan Zhang, Xiangfeng Luo:
  Structural property-aware multilayer network embedding for latent factor analysis. 228-241
• 
  Qiuping Jiang, Feng Shao, Weisi Lin, Gangyi Jiang:
  Learning a referenceless stereopair quality engine with deep nonnegativity constrained sparse autoencoder. 242-255
• 
  Anjin Liu, Jie Lu, Feng Liu, Guangquan Zhang:
  Accumulating regional density dissimilarity for concept drift detection in data streams. 256-272
• 
  Kong-Yik Chee, Zhe Jin, Danwei Cai, Ming Li, Wun-She Yap, Yen-Lung Lai, Bok-Min Goi:
  Cancellable speech template via random binary orthogonal matrices projection hashing. 273-287
• 
  Xiang Gao, Lihua Hu, Hainan Cui, Shuhan Shen, Zhanyi Hu:
  Accurate and efficient ground-to-aerial model alignment. 288-302
• 
  Youssef El Merabet, Yassine Ruichek:
  Local Concave-and-Convex Micro-Structure Patterns for texture classification. 303-322
• 
  Peixia Li, Dong Wang, Lijun Wang, Huchuan Lu:
  Deep visual tracking: Review and experimental comparison. 323-338
• 
  Boheng Chen, Jie Li, Gang Wei, Biyun Ma:
  A novel localized and second order feature coding network for image recognition. 339-348
• 
  Brijnesh J. Jain, David Schultz:
  Asymmetric learning vector quantization for efficient nearest neighbor classification in dynamic time warping spaces. 349-366
• 
  Chunxiao Liu, Michael Kwok-Po Ng, Tieyong Zeng:
  Weighted variational model for selective image segmentation with application to medical images. 367-379
• 
  Giuliano Armano, Emanuele Tamponi:
  Building forests of local trees. 380-390
• 
  Yun Yang, Jianmin Jiang:
  Bi-weighted ensemble via HMM-based approaches for temporal data clustering. 391-403
• 
  Xiaojun Chen, Min Yang, Joshua Zhexue Huang, Zhong Ming:
  TWCC: Automated Two-way Subspace Weighting Partitional Co-Clustering. 404-415
• 
  Faizal M. F. Hafiz, Akshya K. Swain, Nitish D. Patel, Chirag Naik:
  A two-dimensional (2-D) learning framework for Particle Swarm based feature selection. 416-433
• 
  Hengliang Tan, Ying Gao, Zhengming Ma:
  Regularized constraint subspace based method for image set classification. 434-448
• 
  John V. Monaco, Charles C. Tappert:
  The partially observable hidden Markov model and its application to keystroke dynamics. 449-462
• 
  Chenqiang Gao, Lan Wang, Yongxing Xiao, Qian Zhao, Deyu Meng:
  Infrared small-dim target detection based on Markov random field guided noise modeling. 463-475

Virtual Special Section on Pattern Recognition for High Performance Imaging

• 
  Jie Liang, Jun Zhou, Lei Tong, Xiao Bai, Bin Wang:
  Material based salient object detection from hyperspectral images. 476-490

Regular papers

• 
  Jonas Nordhaug Myhre, Karl Øyvind Mikalsen, Sigurd Løkse, Robert Jenssen:
  Robust clustering using a kNN mode seeking ensemble. 491-505
• 
  Miao Ma, Naresh Marturi, Yibin Li, Ales Leonardis, Rustam Stolkin:
  Region-sequence based six-stream CNN features for general and fine-grained human action recognition in videos. 506-521
• 
  Yu Zou, Xueqian Wang, Tao Zhang, Bin Liang, Jingyan Song, Houde Liu:
  BRoPH: An efficient and compact binary descriptor for 3D point clouds. 522-536
• 
  Fei Huang, Cheng Jin, Yuejie Zhang, Kangnian Weng, Tao Zhang, Weiguo Fan:
  Sketch-based image retrieval with deep visual semantic descriptor. 537-548

Virtual Special Section on Pattern Recognition for High Performance Imaging

• 
  Mingli Zhang, Christian Desrosiers, Caiming Zhang:
  Atlas-based reconstruction of high performance brain MR data. 549-559

Regular papers

• 
  Dong Wang, Ran He, Liang Wang, Tieniu Tan:
  Robust linear representation via exploiting structure prior. 560-568
• 
  Karl Øyvind Mikalsen, Filippo Maria Bianchi, Cristina Soguero-Ruíz, Robert Jenssen:
  Time series cluster kernel for learning similarities between multivariate time series with missing data. 569-581
• 
  Zhicheng Jiao, Xinbo Gao, Ying Wang, Jie Li, Haojun Xu:
  Deep Convolutional Neural Networks for mental load classification based on EEG data. 582-595
• 
  Anjan Dutta, Josep Lladós, Horst Bunke, Umapada Pal:
  Product graph-based higher order contextual similarities for inexact subgraph matching. 596-611

Virtual Special Section on Articulated Motion and Deformable Objects

• 
  Fotini Patrona, Anargyros Chatzitofis, Dimitrios Zarpalas, Petros Daras:
  Motion analysis: Action detection, recognition and evaluation based on motion capture data. 612-622

Regular papers

• 
  Boyue Wang, Yongli Hu, Junbin Gao, Muhammad Ali, David Tien, Yanfeng Sun, Baocai Yin:
  Low Rank Representation on SPD matrices with Log-Euclidean metric. 623-634

Virtual Special Section on Articulated Motion and Deformable Objects

• 
  Mohammadreza Babaee, Duc Tung Dinh, Gerhard Rigoll:
  A deep convolutional neural network for video sequence background subtraction. 635-649

Regular papers

• 
  Xiaokai Liu, Xiaorui Ma, Jie Wang, Hongyu Wang:
  M³L: Multi-modality mining for metric learning in person re-Identification. 650-661
• 
  Yan Zhang, Zhao Zhang, Jie Qin, Li Zhang, Bing Li, Fanzhang Li:
  Semi-supervised local multi-manifold Isomap by linear embedding for feature extraction. 662-678
• 
  Xiaohua Wei, Shujing Lu, Yue Lu:
  Compact MQDF classifiers using sparse coding for handwritten Chinese character recognition. 679-690
• 
  Caiyan Jia, Matthew B. Carson, Xiaoyang Wang, Jian Yu:
  Concept decompositions for short text clustering by identifying word communities. 691-703
• 
  Xiu-Shen Wei, Chen-Wei Xie, Jianxin Wu, Chunhua Shen:
  Mask-CNN: Localizing parts and selecting descriptors for fine-grained bird species categorization. 704-714
• 
  Qingqing Zheng, Fengyuan Zhu, Jing Qin, Badong Chen, Pheng-Ann Heng:
  Sparse Support Matrix Machine. 715-726
• 
  Lin Wu, Yang Wang, Xue Li, Junbin Gao:
  What-and-where to match: Deep spatially multiplicative integration networks for person re-identification. 727-738
• 
  Sanping Zhou, Jinjun Wang, Deyu Meng, Xiaomeng Xin, Yubing Li, Yihong Gong, Nanning Zheng:
  Deep self-paced learning for person re-identification. 739-751
• 
  Sungheon Park, Nojun Kwak:
  Independent component analysis by lp-norm optimization. 752-760