Pattern Recognition, Volume 118

Volume 118, October 2021

Classifiers and classification

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  Adane Nega Tarekegn, Mario Giacobini, Krzysztof Michalak:
  A review of methods for imbalanced multi-label classification. 107965
• 
  Oliver Urs Lenz, Daniel Peralta, Chris Cornelis:
  Average Localised Proximity: A new data descriptor with good default one-class classification performance. 107991

Objects and image analysis

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  Weiying Xie, Jie Lei, Shuo Fang, Yunsong Li, Xiuping Jia, Mingsuo Li:
  Dual feature extraction network for hyperspectral image analysis. 107992
• 
  Florian Lardeux, Sylvain Marchand, Petra Gomez-Krämer:
  Low-complexity arrays of contour signatures for exact shape retrieval. 108000
• 
  Krishna Wadhwani, Suyash P. Awate:
  Controllable Image Generation with Semi-supervised Deep Learning and Deformable-Mean-Template Based Geometry-Appearance Disentanglement. 108001

Machine learning

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  Xueyuan She, Yun Long, Daehyun Kim, Saibal Mukhopadhyay:
  ScieNet: Deep learning with spike-assisted contextual information extraction. 108002

Objects and image analysis

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  Zhuoyi Zhang, Yifeng Zhang, Xu Cheng, Guojun Lu:
  Siamese network for object tracking with multi-granularity appearance representations. 108003
• 
  Ou Li, Peng-Lang Shui:
  Color edge detection by learning classification network with anisotropic directional derivative matrices. 108004

Bio-medical patterns

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  Junlin Hou, Jilan Xu, Longquan Jiang, Shanshan Du, Rui Feng, Yuejie Zhang, Fei Shan, Xiangyang Xue:
  Periphery-aware COVID-19 diagnosis with contrastive representation enhancement. 108005

Objects and image analysis

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  Jipeng Wu, Haibo Xu, Shengchuan Zhang, Xi Li, Jie Chen, Jiawen Zheng, Yue Gao, Yonghong Tian, Yongsheng Liang, Rongrong Ji:
  Joint segmentation and detection of COVID-19 via a sequential region generation network. 108006

Machine learning

• 
  Sheng Wu, Ancong Wu, Wei-Shi Zheng:
  Online deep transferable dictionary learning. 108007

Handwriting and document analysis

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  Yuchen Zheng, Brian Kenji Iwana, Muhammad Imran Malik, Sheraz Ahmed, Wataru Ohyama, Seiichi Uchida:
  Learning the micro deformations by max-pooling for offline signature verification. 108008
• 
  Li Liu, Linlin Huang, Fei Yin, Youbin Chen:
  Offline signature verification using a region based deep metric learning network. 108009
• 
  Sheng He, Lambert Schomaker:
  CT-Net: Cascade T-shape deep fusion networks for document binarization. 108010

Machine learning

• 
  Qinyan Dai, Faming Fang, Juncheng Li, Guixu Zhang, Aimin Zhou:
  Edge-guided Composition Network for Image Stitching. 108019
• 
  Xinyu Zhang, Zhiwei Li, Xin Gao, Dafeng Jin, Jun Li:
  Channel Attention in LiDAR-camera Fusion for Lane Line Segmentation. 108020
• 
  Shibai Yin, Xiaolong Yang, Yibin Wang, Yee-Hong Yang:
  Visual Attention Dehazing Network with Multi-level Features Refinement and Fusion. 108021

Various applications

• 
  Lei Wu, Yunqiang Yin, Xunyan Jiang, T. C. E. Cheng:
  Pan-sharpening based on multi-objective decision for multi-band remote sensing images. 108022

Objects and image analysis

• 
  Zhijie Wang, Ran Song, Peng Duan, Xiaolei Li:
  EFNet: Enhancement-Fusion Network for Semantic Segmentation. 108023
• 
  Yang Liu, Xinbo Gao, Quanxue Gao, Jungong Han, Ling Shao:
  Relation-based Discriminative Cooperation Network for Zero-Shot Classification. 108024

Classifiers and classification

• 
  Yiming Hu, Xingang Wang, Lujun Li, Qingyi Gu:
  Improving One-Shot NAS with Shrinking-and-Expanding Supernet. 108025
• 
  Jianjin Deng, Jin-Gang Yu:
  A simple graph-based semi-supervised learning approach for imbalanced classification. 108026

Objects and image analysis

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  Meijia Song, Hong Liu, Wei Shi, Xia Li:
  PCLoss: Fashion Landmark Estimation with Position Constraint Loss. 108028

Handwriting and document analysis

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  Tan Lu, Ann Dooms:
  Bayesian damage recognition in document images based on a joint global and local homogeneity model. 108034

Bio-medical patterns

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  Weronika Hryniewska, Przemyslaw Bombinski, Patryk Szatkowski, Paulina Tomaszewska, Artur Przelaskowski, Przemyslaw Biecek:
  Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies. 108035

Objects and image analysis

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  Quanzheng Mou, Longsheng Wei, Conghao Wang, Dapeng Luo, Songze He, Jing Zhang, Huimin Xu, Chen Luo, Changxin Gao:
  Unsupervised domain-adaptive scene-specific pedestrian detection for static video surveillance. 108038

Structural pattern recognition, network and graph methods

• 
  Guangfeng Lin, Xiaobing Kang, Kaiyang Liao, Fan Zhao, Yajun Chen:
  Deep graph learning for semi-supervised classification. 108039
• 
  Jianjia Wang, Richard C. Wilson, Edwin R. Hancock:
  Network edge entropy decomposition with spin statistics. 108040

Clustering

• 
  Sangwon Baek, Gangjoon Yoon, Jinjoo Song, Sang Min Yoon:
  Deep self-representative subspace clustering network. 108041

Human movements and activities

• 
  Kumie Gedamu, Yanli Ji, Yang Yang, Lingling Gao, Heng Tao Shen:
  Arbitrary-view human action recognition via novel-view action generation. 108043

Structural pattern recognition, network and graph methods

• 
  Fangtai Guo, Zaixing He, Shuyou Zhang, Xinyue Zhao, Jinhui Fang, Jianrong Tan:
  Normalized edge convolutional networks for skeleton-based hand gesture recognition. 108044

Objects and image analysis

• 
  Junchao Zhang, Jianbo Shao, Jianlai Chen, Degui Yang, Buge Liang:
  Polarization image fusion with self-learned fusion strategy. 108045
• 
  Eduardo Souza dos Reis, Lucas Adams Seewald, Rodolfo Stoffel Antunes, Vinicius Facco Rodrigues, Rodrigo da Rosa Righi, Cristiano André da Costa, Luiz Gonzaga da Silveira Jr., Bjoern M. Eskofier, Andreas Maier, Tim Horz, Rebecca Fahrig:
  Monocular multi-person pose estimation: A survey. 108046