Pattern Recognition, Volume 107

Volume 107, November 2020

Special Section on Ensemble Deep Learning; Edited by Ponnutharai Nagaratrnam Suganthan, Ming-Ming Cheng, and Le Zhang

• 
  Jizong Peng, Guillermo Estrada, Marco Pedersoli, Christian Desrosiers:
  Deep co-training for semi-supervised image segmentation. 107269

Special Section on Deep Video Analysis: Models, Algorithms and Applications; Edited by Haibin Ling, Wenguan Wang, Chao Ma, Xiankai Lu and Fatih Porikli

• 
  Hongyu Zhu, Hao Liu, Congcong Zhu, Zongyong Deng, Xuehong Sun:
  Learning spatial-temporal deformable networks for unconstrained face alignment and tracking in videos. 107354
• 
  Jiaxin Wu, Sheng-hua Zhong, Yan Liu:
  Dynamic graph convolutional network for multi-video summarization. 107382

Classifiers and classification

• 
  Xiaobin Li, Weiqiang Wang:
  Learning discriminative features via weights-biased softmax loss. 107405

Kernel methods and manifold learning

• 
  Miaohua Zhang, Yongsheng Gao, Changming Sun, Michael Blumenstein:
  A robust matching pursuit algorithm using information theoretic learning. 107415

Special Section on Deep Video Analysis: Models, Algorithms and Applications; Edited by Haibin Ling, Wenguan Wang, Chao Ma, Xiankai Lu and Fatih Porikli

• 
  Yifan Zhang, Lei Shi, Yi Wu, Ke Cheng, Jian Cheng, Hanqing Lu:
  Gesture recognition based on deep deformable 3D convolutional neural networks. 107416

Special Section on Ensemble Deep Learning; Edited by Ponnutharai Nagaratrnam Suganthan, Ming-Ming Cheng, and Le Zhang

• 
  Peixia Li, Boyu Chen, Dong Wang, Huchuan Lu:
  Visual tracking by dynamic matching-classification network switching. 107419
• 
  Zohaib M. Jan, Brijesh K. Verma:
  Multiple strong and balanced cluster-based ensemble of deep learners. 107420

Objects and image analysis

• 
  Wendy Aguilar, Montserrat Alvarado-González, Edgar Garduño, Carlos Velarde, Ernesto Bribiesca:
  Detection of rotational symmetry in curves represented by the slope chain code. 107421

Face and biometrics

• 
  Zhiyi Cheng, Xiatian Zhu, Shaogang Gong:
  Face re-identification challenge: Are face recognition models good enough? 107422

Kernel methods and manifold learning

• 
  Ruifeng Zhu, Fadi Dornaika, Yassine Ruichek:
  Semi-supervised elastic manifold embedding with deep learning architecture. 107425

Objects and image analysis

• 
  Chenyang Lu, Gijs Dubbelman:
  Learning to complete partial observations from unpaired prior knowledge. 107426

Machine learning

• 
  Wendong Chen, Haifeng Hu:
  Generative attention adversarial classification network for unsupervised domain adaptation. 107440

Classifiers and classification

• 
  Cristian Jimenez Castaño, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez:
  Enhanced automatic twin support vector machine for imbalanced data classification. 107442

Objects and image analysis

• 
  Filippo Bergamasco, Mara Pistellato, Andrea Albarelli, Andrea Torsello:
  Cylinders extraction in non-oriented point clouds as a clustering problem. 107443

Features

• 
  Mingtao Feng, Liang Zhang, Xuefei Lin, Syed Zulqarnain Gilani, Ajmal Mian:
  Point attention network for semantic segmentation of 3D point clouds. 107446

Clustering

• 
  Abdulrahman Lotfi, Parham Moradi, Hamid Beigy:
  Density peaks clustering based on density backbone and fuzzy neighborhood. 107449
• 
  Fang Fang, Lei Qiu, Shenfang Yuan:
  Adaptive core fusion-based density peak clustering for complex data with arbitrary shapes and densities. 107452

Machine learning

• 
  Zhuang Qian, Kaizhu Huang, Qiu-Feng Wang, Jimin Xiao, Rui Zhang:
  Generative adversarial classifier for handwriting characters super-resolution. 107453

Classifiers and classification

• 
  Jian-Hao Luo, Jianxin Wu:
  AutoPruner: An end-to-end trainable filter pruning method for efficient deep model inference. 107461

Features

• 
  Kai-Xuan Chen, Jie-Yi Ren, Xiao-Jun Wu, Josef Kittler:
  Covariance descriptors on a Gaussian manifold and their application to image set classification. 107463

Classifiers and classification

• 
  Rodrigo Clemente Thom de Souza, Camila Andrade de Macedo, Leandro dos Santos Coelho, Juliano Pierezan, Viviana Cocco Mariani:
  Binary coyote optimization algorithm for feature selection. 107470

Handwriting and document analysis

• 
  Zhiyuan Li, Qi Wu, Yi Xiao, Min Jin, Huaxiang Lu:
  Deep Matching Network for Handwritten Chinese Character Recognition. 107471

Features

• 
  Llukman Cerkezi, Cihan Topal:
  Towards more discriminative features for texture recognition. 107473

Objects and image analysis

• 
  Fen Fang, Liyuan Li, Ying Gu, Hongyuan Zhu, Joo-Hwee Lim:
  A novel hybrid approach for crack detection. 107474
• 
  Kui Jiang, Zhongyuan Wang, Peng Yi, Junjun Jiang:
  Hierarchical dense recursive network for image super-resolution. 107475
• 
  Sauradip Nag, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Michael Blumenstein:
  A new unified method for detecting text from marathon runners and sports players in video (PR-D-19-01078R2). 107476

Special Section on Deep Video Analysis: Models, Algorithms and Applications; Edited by Haibin Ling, Wenguan Wang, Chao Ma, Xiankai Lu and Fatih Porikli

• 
  Lianli Gao, Tao Li, Jingkuan Song, Zhou Zhao, Heng Tao Shen:
  Play and rewind: Context-aware video temporal action proposals. 107477

Features

• 
  Yibao Li, Shouren Lan, Xin Liu, Bingheng Lu, Lisheng Wang:
  An efficient volume repairing method by using a modified Allen-Cahn equation. 107478

Objects and image analysis

• 
  Di Wang, Quan Wang, Lihuo He, Xinbo Gao, Yumin Tian:
  Joint and individual matrix factorization hashing for large-scale cross-modal retrieval. 107479

Special Section on Modeling and Learning for Matching: Models, Methods and Applications;Edited by Bin Luo, Junchi Yan, Francesc Serratosa, Deepti Pachauri, Bo Jiang

• 
  Jinlong Peng, Tao Wang, Weiyao Lin, Jian Wang, John See, Shilei Wen, Errui Ding:
  TPM: Multiple object tracking with tracklet-plane matching. 107480

Structural pattern recognition, network and graph methods

• 
  Jiangshe Zhang, Junying Hu, Junmin Liu:
  Neural network with multiple connection weights. 107481

Various applications

• 
  Rajendra Nagar, Shanmuganathan Raman:
  3DSymm: Robust and Accurate 3D Reflection Symmetry Detection. 107483

Objects and image analysis

• 
  Qing Zhang, Yanjiao Shi, Xueqin Zhang:
  Attention and boundary guided salient object detection. 107484
• 
  Shaojun Liu, Qingmin Liao, Jing-Hao Xue, Fei Zhou:
  Defocus map estimation from a single image using improved likelihood feature and edge-based basis. 107485

Classifiers and classification

• 
  Yingying Zhang, Yuxin Gong, Haogang Zhu, Xiao Bai, Wenzhong Tang:
  Multi-head enhanced self-attention network for novelty detection. 107486

Features

• 
  Hong Huang, Zhengying Li, Haibo He, Yule Duan, Song Yang:
  Self-adaptive manifold discriminant analysis for feature extraction from hyperspectral imagery. 107487

Handwriting and document analysis

• 
  Zhong Cao, Jiang Lu, Sen Cui, Changshui Zhang:
  Zero-shot Handwritten Chinese Character Recognition with hierarchical decomposition embedding. 107488

Objects and image analysis

• 
  Chengli Peng, Jiayi Ma:
  Semantic segmentation using stride spatial pyramid pooling and dual attention decoder. 107498

Special Section on Ensemble Deep Learning; Edited by Ponnutharai Nagaratrnam Suganthan, Ming-Ming Cheng, and Le Zhang

• 
  Chao Ma, Zhenbing Liu, Zhiguang Cao, Wen Song, Jie Zhang, Weiliang Zeng:
  Cost-sensitive deep forest for price prediction. 107499

Machine learning

• 
  Wenzhu Yan, Quansen Sun, Huaijiang Sun, Yanmeng Li:
  Semi-supervised learning framework based on statistical analysis for image set classification. 107500
• 
  Alfredo Nazábal, Pablo M. Olmos, Zoubin Ghahramani, Isabel Valera:
  Handling incomplete heterogeneous data using VAEs. 107501

Bio-medical patterns

• 
  Lei Bi, David Dagan Feng, Michael J. Fulham, Jinman Kim:
  Multi-Label classification of multi-modality skin lesion via hyper-connected convolutional neural network. 107502

Handwriting and document analysis

• 
  Sihang Wu, Jiapeng Wang, Weihong Ma, Lianwen Jin:
  Precise detection of Chinese characters in historical documents with deep reinforcement learning. 107503

Face and biometrics

• 
  Rachida Hannane, Abdessamad Elboushaki, Karim Afdel:
  A divide-and-conquer strategy for facial landmark detection using dual-task CNN architecture. 107504

Objects and image analysis

• 
  Jifei Miao, Kit Ian Kou, Wankai Liu:
  Low-rank quaternion tensor completion for recovering color videos and images. 107505
• 
  Xinchen Ye, Mingliang Zhang, Jingyu Yang, Xin Fan, Fangfang Guo:
  A sparsity-promoting image decomposition model for depth recovery. 107506

Machine learning

• 
  Esra Adiyeke, Mustafa Gökçe Baydogan:
  The benefits of target relations: A comparison of multitask extensions and classifier chains. 107507

Clustering

• 
  Sotiris K. Tasoulis, Nicos G. Pavlidis, Teemu Roos:
  Nonlinear dimensionality reduction for clustering. 107508

Features

• 
  Nieves Atienza, Rocío González-Díaz, Manuel Soriano-Trigueros:
  On the stability of persistent entropy and new summary functions for topological data analysis. 107509

Various applications

• 
  János Tóth, Henrietta Tomán, András Hajdu:
  Efficient sampling-based energy function evaluation for ensemble optimization using simulated annealing. 107510

Special Section on Modeling and Learning for Matching: Models, Methods and Applications;Edited by Bin Luo, Junchi Yan, Francesc Serratosa, Deepti Pachauri, Bo Jiang

• 
  Chenyang Si, Ya Jing, Wei Wang, Liang Wang, Tieniu Tan:
  Skeleton-based action recognition with hierarchical spatial reasoning and temporal stack learning network. 107511

Objects and image analysis

• 
  Zongwei Zhou, Wenhan Luo, Qiang Wang, Junliang Xing, Weiming Hu:
  Distractor-aware discrimination learning for online multiple object tracking. 107512

Machine learning

• 
  Tao Li, HongWei Lin, Xiucheng Dong, Xiaohua Zhang:
  Depth image super-resolution using correlation-controlled color guidance and multi-scale symmetric network. 107513
• 
  Weonyoung Joo, Wonsung Lee, Sungrae Park, Il-Chul Moon:
  Dirichlet Variational Autoencoder. 107514

Human movements and activities

• 
  Peng Wu, Jing Liu, Mingming Li, Yujia Sun, Fang Shen:
  Fast sparse coding networks for anomaly detection in videos. 107515

Various applications

• 
  Le Ou-Yang, Xiao-Fei Zhang, Hong Yan:
  Sparse regularized low-rank tensor regression with applications in genomic data analysis. 107516

Features

• 
  Jie Zhao, Jia-ming Liang, Zhenning Dong, Deyu Tang, Zhen Liu:
  Accelerating information entropy-based feature selection using rough set theory with classified nested equivalence classes. 107517

Machine learning

• 
  Pei Yang, Qi Tan, Jingrui He:
  Complex heterogeneity learning: A theoretical and empirical study. 107519

Objects and image analysis

• 
  Bin Han, Yiquan Wu:
  Active contour model for inhomogenous image segmentation based on Jeffreys divergence. 107520

Classifiers and classification

• 
  Fei Wang, Quan Wang, Feiping Nie, Zhongheng Li, Weizhong Yu, Fuji Ren:
  A linear multivariate binary decision tree classifier based on K-means splitting. 107521

Machine learning

• 
  Fangming Zhong, Zhikui Chen, Geyong Min, Feng Xia:
  A novel strategy to balance the results of cross-modal hashing. 107523
• 
  Florent Chiaroni, Ghazaleh Khodabandelou, Mohamed-Cherif Rahal, Nicolas Hueber, Frédéric Dufaux:
  Counter-examples generation from a positive unlabeled image dataset. 107527

Classifiers and classification

• 
  Jianhang Zhou, Shaoning Zeng, Bob Zhang:
  Two-stage knowledge transfer framework for image classification. 107529

Face and biometrics

• 
  Yi Hao, Jie Li, Nannan Wang, Xinbo Gao:
  Modality adversarial neural network for visible-thermal person re-identification. 107533

Handwriting and document analysis

• 
  Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos:
  Self-supervised deep reconstruction of mixed strip-shredded text documents. 107535

Special Section on Modeling and Learning for Matching: Models, Methods and Applications;Edited by Bin Luo, Junchi Yan, Francesc Serratosa, Deepti Pachauri, Bo Jiang

• 
  Yu Chen, Shuhan Shen, Yisong Chen, Guoping Wang:
  Graph-based parallel large scale structure from motion. 107537