Pattern Recognition, Volume 119

Volume 119, November 2021

Special Section on Conformal and Probabilistic Prediction with Applications Edited by Marco Cristani, Alexander Gammerman, Vladimir Vovk

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  Vladimir Vapnik, Rauf Izmailov:
  Reinforced SVM method and memorization mechanisms. 108018

Various applications

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  Xiao Sun, Xiang Long, Dongliang He, Shilei Wen, Zhouhui Lian:
  VSRNet: End-to-end video segment retrieval with text query. 108027

Objects and image analysis

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  Yuan Zeng, Yi Gong, Jin Zhang:
  Feature learning and patch matching for diverse image inpainting. 108036

Human movements and activities

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  Shreetam Behera, Debi Prosad Dogra, Malay Kumar Bandyopadhyay, Partha Pratim Roy:
  Understanding crowd flow patterns using active-Langevin model. 108037

Machine learning

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  Aiqing Fang, Xinbo Zhao, Jiaqi Yang, Yanning Zhang, Xiang Zheng:
  Non-linear and selective fusion of cross-modal images. 108042

Handwriting and document analysis

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  Jiaming Wang, Jun Du, Jianshu Zhang, Bin Wang, Bo Ren:
  Stroke constrained attention network for online handwritten mathematical expression recognition. 108047

Special Section on AI for Combating COVID-2019 Edited by Jinshan Tang, Dinggang Shen, Xiang Bai, Karen Panetta, Sos Agaian

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  Yuqi Fan, Jiahao Liu, Ruixuan Yao, Xiaohui Yuan:
  COVID-19 Detection from X-ray Images using Multi-Kernel-Size Spatial-Channel Attention Network. 108055

Regular papers

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  Kaixuan Yao, Feilong Cao, Yee Leung, Jiye Liang:
  Deep neural network compression through interpretability-based filter pruning. 108056

Classifiers and classification

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  Nidhi Gowdra, Roopak Sinha, Stephen G. MacDonell, Wei Qi Yan:
  Mitigating severe over-parameterization in deep convolutional neural networks through forced feature abstraction and compression with an entropy-based heuristic. 108057

Structural pattern recognition, network and graph methods

• 
  Lixin Cui, Lu Bai, Yue Wang, Philip S. Yu, Edwin R. Hancock:
  Fused lasso for feature selection using structural information. 108058

Data science and big data

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  Chunyang Wang, Yuping Wang, Yiu-Ming Cheung:
  A branch and bound irredundant graph algorithm for large-scale MLCS problems. 108059

Features

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  Jinlong Hu, Songhua Xu, Xiangdong Ding:
  A Triplet network framework based automatic assessment of simulation quality for respiratory droplet propagation. 108060

Classifiers and classification

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  Zhenlei Wang, Suyun Zhao, Zheng Li, Hong Chen, Cuiping Li, Yufeng Shen:
  Ensemble selection with joint spectral clustering and structural sparsity. 108061

Objects and image analysis

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  Guobao Xiao, Shiping Wang, Han Wang, Jiayi Ma:
  Mining consistent correspondences using co-occurrence statistics. 108062

Regular papers

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  Zhixin Guo, Wenzhi Liao, Yifan Xiao, Peter Veelaert, Wilfried Philips:
  Weak segmentation supervised deep neural networks for pedestrian detection. 108063

Clustering

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  Miin-Shen Yang, Kristina P. Sinaga:
  Collaborative feature-weighted multi-view fuzzy c-means clustering. 108064

Various applications

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  Niv Derech, Ayellet Tal, Ilan Shimshoni:
  Solving archaeological puzzles. 108065

Bio-medical patterns

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  Xiaohui Yang, Wenming Wu, Licheng Jiao, Changzhe Jiao, Zhicheng Jiao:
  A deep fusion framework for unlabeled data-driven tumor recognition. 108066

Machine learning

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  Xiaohan Yu, Yang Zhao, Yongsheng Gao, Shengwu Xiong:
  MaskCOV: A random mask covariance network for ultra-fine-grained visual categorization. 108067

Human movements and activities

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  Jonghyun Kim, Gen Li, Inyong Yun, Cheolkon Jung, Joongkyu Kim:
  Weakly-supervised temporal attention 3D network for human action recognition. 108068

Classifiers and classification

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  Bhagat Singh Raghuwanshi, Sanyam Shukla:
  Minimum variance-embedded kernelized extension of extreme learning machine for imbalance learning. 108069

Special Section on AI for Combating COVID-2019 Edited by Jinshan Tang, Dinggang Shen, Xiang Bai, Karen Panetta, Sos Agaian

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  Chen Zhao, Yan Xu, Zhuo He, Jinshan Tang, Yijun Zhang, Jungang Han, Yuxin Shi, Weihua Zhou:
  Lung segmentation and automatic detection of COVID-19 using radiomic features from chest CT images. 108071

Handwriting and document analysis

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  Said Elaiwat:
  Holistic word descriptor for lexicon reduction in handwritten arabic documents. 108072

Machine learning

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  Wentao Fan, Ru Wang, Nizar Bouguila:
  Simultaneous positive sequential vectors modeling and unsupervised feature selection via continuous hidden Markov models. 108073

Face and biometrics

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  Aseel Bedari, Song Wang, Wencheng Yang:
  Design of cancelable MCC-based fingerprint templates using Dyno-key model. 108074

Objects and image analysis

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  Feiniu Yuan, Yu Zhou, Xue Xia, Xueming Qian, Jian Huang:
  A confidence prior for image dehazing. 108076

Face and biometrics

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  Lan Yan, Wenbo Zheng, Chao Gou, Fei-Yue Wang:
  IsGAN: Identity-sensitive generative adversarial network for face photo-sketch synthesis. 108077

Objects and image analysis

• 
  Wei-Yen Hsu, Chi-Jui Chung:
  A novel eye center localization method for multiview faces. 108078

Features

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  L. Meenachi, S. Ramakrishnan:
  Metaheuristic Search Based Feature Selection Methods for Classification of Cancer. 108079

Classifiers and classification

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  Hakan Cevikalp, Bedirhan Uzun, Okan Köpüklü, Gürkan Öztürk:
  Deep compact polyhedral conic classifier for open and closed set recognition. 108080

Special Section on AI for Combating COVID-2019 Edited by Jinshan Tang, Dinggang Shen, Xiang Bai, Karen Panetta, Sos Agaian

• 
  Pablo Vieira, Orrana Sousa, Deborah Maria Vieira Magalhães, Ricardo de Andrade Lira Rabelo, Romuere R. V. Silva:
  Detecting pulmonary diseases using deep features in X-ray images. 108081
• 
  Vitória de Carvalho Brito, Patrick Ryan Sales dos Santos, Nonato Rodrigues de Sales Carvalho, Antonio Oseas de Carvalho Filho:
  COVID-index: A texture-based approach to classifying lung lesions based on CT images. 108083

Face and biometrics

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  Chaorong Li, Yuanyuan Huang, Wei Huang, Fengqing Qin:
  Learning features from covariance matrix of gabor wavelet for face recognition under adverse conditions. 108085

Various applications

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  Beatriz García-Martínez, Antonio Fernández-Caballero, Raúl Alcaraz, Arturo Martínez-Rodrigo:
  Assessment of dispersion patterns for negative stress detection from electroencephalographic signals. 108094

Human movements and activities

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  Bruce X. B. Yu, Yan Liu, Keith C. C. Chan, Qintai Yang, Xiaoying Wang:
  Skeleton-based human action evaluation using graph convolutional network for monitoring Alzheimer's progression. 108095

Features

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  Yaeji Lim, Junhyeon Kwon, Hee-Seok Oh:
  Principal component analysis in the wavelet domain. 108096

Machine learning

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  Gustavo Henrique de Rosa, João P. Papa:
  A survey on text generation using generative adversarial networks. 108098

Handwriting and document analysis

• 
  Francisco J. Castellanos, Antonio Javier Gallego, Jorge Calvo-Zaragoza:
  Unsupervised neural domain adaptation for document image binarization. 108099

Face and biometrics

• 
  Xiaofeng Liu, Linghao Jin, Xu Han, Jane You:
  Mutual information regularized identity-aware facial expression recognition in compressed video. 108105

Regular papers

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  Shixuan Zhao, Zhidan Li, Yang Chen, Wei Zhao, Xingzhi Xie, Jun Liu, Di Zhao, Yongjie Li:
  SCOAT-Net: A novel network for segmenting COVID-19 lung opacification from CT images. 108109

Special Section on AI for Combating COVID-2019 Edited by Jinshan Tang, Dinggang Shen, Xiang Bai, Karen Panetta, Sos Agaian

• 
  Warda M. Shaban, Asmaa H. Rabie, Ahmed I. Saleh, M. A. Abo-Elsoud:
  Accurate detection of COVID-19 patients based on distance biased Naïve Bayes (DBNB) classification strategy. 108110