Pattern Recognition, Volume 106

Volume 106, October 2020

Classifiers and classification

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  Lixiang Xu, Xiaofeng Wang, Lu Bai, Jin Xiao, Qi Liu, Enhong Chen, Xiaoyi Jiang, Bin Luo:
  Probabilistic SVM classifier ensemble selection based on GMDH-type neural network. 107373
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  Liming Liu, Maoxiang Chu, Rongfen Gong, Yongcheng Peng:
  Nonparallel support vector machine with large margin distribution for pattern classification. 107374

Features

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  Chaobo Min, Yan Gu, Yingjie Li, Feng Yang:
  Non-rigid infrared and visible image registration by enhanced affine transformation. 107377

Special Section on Deep Video Analysis: Models, Algorithms and Applications

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  Jiajie Liu, Han Li, Ruihong Wu, Qingyun Zhao, Yiyou Guo, Long Chen:
  A survey on deep learning methods for scene flow estimation. 107378

Machine learning

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  Marios Krestenitis, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas:
  Recurrent bag-of-features for visual information analysis. 107380

Human movements and activities

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  Da-Hye Yoon, Nam-Gyu Cho, Seong-Whan Lee:
  A novel online action detection framework from untrimmed video streams. 107396

Objects and image analysis

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  Xuebin Qin, Zichen Zhang, Chenyang Huang, Masood Dehghan, Osmar R. Zaïane, Martin Jägersand:
  U²-Net: Going deeper with nested U-structure for salient object detection. 107404
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  Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Elidia Beatriz Blázquez-Parra, M. Carmen Ladrón-de-Guevara-Muñoz, Óscar David de Cózar-Macías:
  Ellipse fitting by spatial averaging of random ensembles. 107406

Classifiers and classification

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  Maria Tzelepi, Anastasios Tefas:
  Improving the performance of lightweight CNNs for binary classification using quadratic mutual information regularization. 107407

Various applications

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  Geise Santos, Paulo Henrique Pisani, Roberto Leyva, Chang-Tsun Li, Tiago Fernandes Tavares, Anderson Rocha:
  Manifold learning for user profiling and identity verification using motion sensors. 107408

Machine learning

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  Zhiyang Li, Wenyu Qu, Yuan Cao, Heng Qi, Milos Stojmenovic, Jia Hu:
  Scale balance for prototype-based binary quantization. 107409

Structural pattern recognition, network and graph methods

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  Yanrui Bin, Zhao-Min Chen, Xiu-Shen Wei, Xinya Chen, Changxin Gao, Nong Sang:
  Structure-aware human pose estimation with graph convolutional networks. 107410

Clustering

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  Liang Bai, Junbin Wang, Jiye Liang, Hangyuan Du:
  New label propagation algorithm with pairwise constraints. 107411

Objects and image analysis

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  Arif Ahmed, Debi Prosad Dogra, Samarjit Kar, Partha Pratim Roy, Dilip K. Prasad:
  Can we automate diagrammatic reasoning? 107412
• 
  Huafeng Li, Zhenyu Kuang, Zhengtao Yu, Jiebo Luo:
  Structure alignment of attributes and visual features for cross-dataset person re-identification. 107414

Machine learning

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  Zheng Liu, Wei Jin, Ying Mu:
  Graph-based boosting algorithm to learn labeled and unlabeled data. 107417

Structural pattern recognition, network and graph methods

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  Yali Zheng, Lili Pan, Jiye Qian, Hongliang Guo:
  Fast matching via ergodic markov chain for super-large graphs. 107418

Classifiers and classification

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  Bin-Bin Jia, Min-Ling Zhang:
  Multi-dimensional classification via kNN feature augmentation. 107423

Clustering

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  Yongyong Chen, Xiaolin Xiao, Yicong Zhou:
  Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix. 107441

Various applications

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  Elyta Widyaningrum, Ravi Y. Peters, Roderik C. Lindenbergh:
  Building outline extraction from ALS point clouds using medial axis transform descriptors. 107447

Objects and image analysis

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  Ning Wang, Sihan Ma, Jingyuan Li, Yipeng Zhang, Lefei Zhang:
  Multistage attention network for image inpainting. 107448

Features

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  Liangchen Hu, Wensheng Zhang:
  Orthogonal neighborhood preserving discriminant analysis with patch embedding for face recognition. 107450

Special Section on Ensemble Deep Learning

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  Yawei Luo, Rongrong Ji, Tao Guan, Junqing Yu, Ping Liu, Yi Yang:
  Every node counts: Self-ensembling graph convolutional networks for semi-supervised learning. 107451

Human movements and activities

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  Yeonho Kim, Daijin Kim:
  A CNN-based 3D human pose estimation based on projection of depth and ridge data. 107462

Objects and image analysis

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  Xiaochen Yang, Mingzhi Dong, Ziyu Wang, Lianru Gao, Lefei Zhang, Jing-Hao Xue:
  Data-augmented matched subspace detector for hyperspectral subpixel target detection. 107464
• 
  Mingjie Sun, Jimin Xiao, Eng Gee Lim, Yanchun Xie, Jiashi Feng:
  Adaptive ROI generation for video object segmentation using reinforcement learning. 107465
• 
  Mohammad Babai, Nasser Kalantar-Nayestanaki, Johan G. Messchendorp, Michael H. F. Wilkinson:
  An efficient attribute-space connected filter on graphs to reconstruct paths in point-clouds. 107467

Human movements and activities

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  Meysam Madadi, Hugo Bertiche, Sergio Escalera:
  SMPLR: Deep learning based SMPL reverse for 3D human pose and shape recovery. 107472