Pattern Recognition, Volume 108

Volume 108, December 2020

Human movements and activities

• 
  Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Mahesh Prakash, Alexander G. Hauptmann:
  Few-shot activity recognition with cross-modal memory network. 107348

Machine learning

• 
  Ang Li, Zhenjiang Miao, Yigang Cen, Xiao-Ping Zhang, Linna Zhang, Shiming Chen:
  Abnormal event detection in surveillance videos based on low-rank and compact coefficient dictionary learning. 107355

Handwriting and document analysis

• 
  Mohamed Yousef, Khaled F. Hussain, Usama S. Mohammed:
  Accurate, data-efficient, unconstrained text recognition with convolutional neural networks. 107482

Kernel methods and manifold learning

• 
  Akshay Malhotra, Ioannis D. Schizas:
  On unsupervised simultaneous kernel learning and data clustering. 107518

Clustering

• 
  Séverine Affeldt, Lazhar Labiod, Mohamed Nadif:
  Spectral clustering via ensemble deep autoencoder learning (SC-EDAE). 107522
• 
  Ruidong Fan, Tingjin Luo, Wenzhang Zhuge, Sheng Qiang, Chenping Hou:
  Multi-view subspace learning via bidirectional sparsity. 107524

Classifiers and classification

• 
  Josu Ircio, Aizea Lojo, Usue Mori, José Antonio Lozano:
  Mutual information based feature subset selection in multivariate time series classification. 107525
• 
  Pornntiwa Pawara, Emmanuel Okafor, Marc Groefsema, Sheng He, Lambert R. B. Schomaker, Marco A. Wiering:
  One-vs-One classification for deep neural networks. 107528

Features

• 
  Yingdi Lu, Gang Wu:
  Fast and incremental algorithms for exponential semi-supervised discriminant embedding. 107530

Objects and image analysis

• 
  Xi Yang, Tan Wu, Nannan Wang, Yan Huang, Bin Song, Xinbo Gao:
  HCNN-PSI: A hybrid CNN with partial semantic information for space target recognition. 107531
• 
  Felipe Lemes Galvão, Silvio Jamil Ferzoli Guimarães, Alexandre Xavier Falcão:
  Image segmentation using dense and sparse hierarchies of superpixels. 107532

Machine learning

• 
  Haoliang Li, Wen Li, Shiqi Wang:
  Discovering and incorporating latent target-domains for domain adaptation. 107536

Handwriting and document analysis

• 
  Praveen Krishnan, C. V. Jawahar:
  Bringing semantics into word image representation. 107542

Classifiers and classification

• 
  Zahra Donyavi, Shahrokh Asadi:
  Diverse training dataset generation based on a multi-objective optimization for semi-Supervised classification. 107543

Objects and image analysis

• 
  Ya Jing, Junbo Wang, Wei Wang, Liang Wang, Tieniu Tan:
  Relational graph neural network for situation recognition. 107544

Machine learning

• 
  Soheil Ahmadi, Mansoor Rezghi:
  Generalized low-rank approximation of matrices based on multiple transformation pairs. 107545

Clustering

• 
  Jian Hou, Aihua Zhang, Naiming Qi:
  Density peak clustering based on relative density relationship. 107554

Handwriting and document analysis

• 
  Zhuo Chen, Fei Yin, Xu-Yao Zhang, Qing Yang, Cheng-Lin Liu:
  MuLTReNets: Multilingual text recognition networks for simultaneous script identification and handwriting recognition. 107555

Various applications

• 
  Junhong Kim, Pilsung Kang:
  Freely typed keystroke dynamics-based user authentication for mobile devices based on heterogeneous features. 107556

Machine learning

• 
  Yifu Chen, Arnaud Dapogny, Matthieu Cord:
  SEMEDA: Enhancing segmentation precision with semantic edge aware loss. 107557

Handwriting and document analysis

• 
  Hesuo Zhang, Lingyu Liang, Lianwen Jin:
  SCUT-HCCDoc: A new benchmark dataset of handwritten Chinese text in unconstrained camera-captured documents. 107559

Human movements and activities

• 
  L. Minh Dang, Kyungbok Min, Hanxiang Wang, Md. Jalil Piran, Cheol Hee Lee, Hyeonjoon Moon:
  Sensor-based and vision-based human activity recognition: A comprehensive survey. 107561

Regular papers

• 
  Jing Yu, Zihao Zhu, Yujing Wang, Weifeng Zhang, Yue Hu, Jianlong Tan:
  Cross-modal knowledge reasoning for knowledge-based visual question answering. 107563

Structural pattern recognition, network and graph methods

• 
  Bin Yu, Jinzhi Hu, Yu Xie, Chen Zhang, Zhouhua Tang:
  Rich heterogeneous information preserving network representation learning. 107564

Features

• 
  Seokhyun Chung, Young Woong Park, Taesu Cheong:
  A mathematical programming approach for integrated multiple linear regression subset selection and validation. 107565

Classifiers and classification

• 
  Jiaming Zhang, Hanwen Ning:
  Online kernel classification with adjustable bandwidth using control-based learning approach. 107566

Face and biometrics

• 
  Jieru Jia, Qiuqi Ruan, Yi Jin, Gaoyun An, Shiming Ge:
  View-specific subspace learning and re-ranking for semi-supervised person re-identification. 107568

Machine learning

• 
  Xinyuan Chang, Zhiheng Ma, Xing Wei, Xiaopeng Hong, Yihong Gong:
  Transductive semi-supervised metric learning for person re-identification. 107569

Handwriting and document analysis

• 
  Xiyan Liu, Gaofeng Meng, Bin Fan, Shiming Xiang, Chunhong Pan:
  Geometric rectification of document images using adversarial gated unwarping network. 107576