Pattern Recognition, Volume 115

Volume 115, July 2021

Special Section on Deep relational learning in visual recognition, understanding, and reasoning

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  Yi Jin, Yue Zhang, Yigang Cen, Yidong Li, Vladimir Mladenovic, Viacheslav V. Voronin:
  Pedestrian detection with super-resolution reconstruction for low-quality image. 107846

Objects and image analysis

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  Wenfeng Luo, Meng Yang, Weishi Zheng:
  Weakly-supervised semantic segmentation with saliency and incremental supervision updating. 107858

Human movements and activities

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  Lei Tian, Peng Wang, Guoqiang Liang, Chunhua Shen:
  An adversarial human pose estimation network injected with graph structure. 107863

Face and biometrics

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  Ziye Tong, Junwei Zhou:
  Face alignment using two-stage cascaded pose regression and mirror error correction. 107866

Clustering

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  Jiawei Yang, Susanto Rahardja, Pasi Fränti:
  Mean-shift outlier detection and filtering. 107874

Special Section on Meta-learning for Image/Video Segmentation

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  Yujie Li, Pengfei Zhang, Xing Xu, Yi Lai, Fumin Shen, Lijiang Chen, Pengxiang Gao:
  Few-shot prototype alignment regularization network for document image layout segementation. 107882

Objects and image analysis

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  Carlos Lopez-Molina, Cédric Marco-Detchart, Humberto Bustince, Bernard De Baets:
  A survey on matching strategies for boundary image comparison and evaluation. 107883

Structural pattern recognition, network and graph methods

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  Qi Wang, Jian Cheng, Jianqiang Deng, Xinfang Zhang:
  3D-CenterNet: 3D object detection network for point clouds with center estimation priority. 107884

Objects and image analysis

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  Jinghua Zhang, Chen Li, Sergey Kosov, Marcin Grzegorzek, Kimiaki Shirahama, Tao Jiang, Changhao Sun, Zihan Li, Hong Li:
  LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation. 107885

Features

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  Hanlin Mo, Hongxiang Hao, Hua Li:
  Geometric moment invariants to spatial transform and N-fold symmetric blur. 107887

Face and biometrics

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  Yunpei Jia, Jie Zhang, Shiguang Shan, Xilin Chen:
  Unified unsupervised and semi-supervised domain adaptation network for cross-scenario face anti-spoofing. 107888

Special Section on Pattern Recognition Methods for Bridging the Vision-Language Gap in Multimodal Data Analysis

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  Guiqing He, Feng Li, Qiyao Wang, Zongwen Bai, Yuelei Xu:
  A hierarchical sampling based triplet network for fine-grained image classification. 107889

Clustering

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  Jianlun Liu, Shaohua Teng, Lunke Fei, Wei Zhang, Xiaozhao Fang, Zhuxiu Zhang, Naiqi Wu:
  A novel consensus learning approach to incomplete multi-view clustering. 107890

Features

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  Tiecheng Song, Liangliang Xin, Chenqiang Gao, Tianqi Zhang, Yao Huang:
  Quaternionic extended local binary pattern with adaptive structural pyramid pooling for color image representation. 107891

Various applications

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  Sanjeev Sharma, Shaoli Huang:
  An end-to-end framework for unconstrained monocular 3D hand pose estimation. 107892

Face and biometrics

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  Boyu Chen, Wenlong Guan, Peixia Li, Naoki Ikeda, Kosuke Hirasawa, Huchuan Lu:
  Residual multi-task learning for facial landmark localization and expression recognition. 107893
• 
  Lunke Fei, Bob Zhang, Jie Wen, Shaohua Teng, Shuyi Li, David Zhang:
  Jointly learning compact multi-view hash codes for few-shot FKP recognition. 107894

Machine Learning (including CNN's, GAN's etc)

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  Geoffrey I. Webb, François Petitjean:
  Tight lower bounds for dynamic time warping. 107895

Kernel methods and manifold learning

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  Karl Øyvind Mikalsen, Cristina Soguero-Ruíz, Filippo Maria Bianchi, Arthur Revhaug, Robert Jenssen:
  Time series cluster kernels to exploit informative missingness and incomplete label information. 107896

Objects and image analysis

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  Yiru Wang, Yinlong Liu, Xuechen Li, Chen Wang, Manning Wang, Zhijian Song:
  Practical globally optimal consensus maximization by Branch-and-bound based on interval arithmetic. 107897
• 
  Hongying Yang, Shu-Ren Qi, Jialin Tian, Panpan Niu, Xiangyang Wang:
  Robust and discriminative image representation: fractional-order Jacobi-Fourier moments. 107898

Classifiers and classification

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  Seul-Ki Yeom, Philipp Seegerer, Sebastian Lapuschkin, Alexander Binder, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek:
  Pruning by explaining: A novel criterion for deep neural network pruning. 107899
• 
  Rui Henriques, Sara C. Madeira:
  FleBiC: Learning classifiers from high-dimensional biomedical data using discriminative biclusters with non-constant patterns. 107900

Objects and image analysis

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  Feng Xue, Junfeng Cao, Yu Zhou, Fei Sheng, Yankai Wang, Anlong Ming:
  Boundary-induced and scene-aggregated network for monocular depth prediction. 107901

Structural pattern recognition, network and graph methods

• 
  Philip Smith, Vitaliy Kurlin:
  Skeletonisation algorithms with theoretical guarantees for unorganised point clouds with high levels of noise. 107902

Machine Learning (including CNN's, GAN's etc)

• 
  Yatie Xiao, Chi-Man Pun, Bo Liu:
  Fooling deep neural detection networks with adaptive object-oriented adversarial perturbation. 107903

Bio-medical patterns

• 
  Jiong Wu, Xiaoying Tang:
  Brain segmentation based on multi-atlas and diffeomorphism guided 3D fully convolutional network ensembles. 107904

Machine Learning (including CNN's, GAN's etc)

• 
  Xin Shu, Guoying Zhao:
  Scalable multi-label canonical correlation analysis for cross-modal retrieval. 107905
• 
  Jinhui Chen, Ryoichi Takashima, Xingchen Guo, Zhihong Zhang, Xuexin Xu, Tetsuya Takiguchi, Edwin R. Hancock:
  Multimodal fusion for indoor sound source localization. 107906

Classifiers and classification

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  Hui Tang, Kui Jia:
  Vicinal and categorical domain adaptation. 107907

Various applications

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  Ángel Carmona-Poyato, Nicolás Luis Fernández García, Francisco José Madrid-Cuevas, Antonio Manuel Durán-Rosal:
  A new approach for optimal offline time-series segmentation with error bound guarantee. 107917

Bio-medical patterns

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  Vasilisa Mishuhina, Xudong Jiang:
  Complex common spatial patterns on time-frequency decomposed EEG for brain-computer interface. 107918

Clustering

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  Hailin Li, Zechen Liu:
  Multivariate time series clustering based on complex network. 107919

Regular papers

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  Liping Zhu, Bohua Wan, Chengyang Li, Gangyi Tian, Yi Hou, Kun Yuan:
  Dyadic relational graph convolutional networks for skeleton-based human interaction recognition. 107920
• 
  Wei Peng, Xiaopeng Hong, Guoying Zhao:
  Tripool: Graph triplet pooling for 3D skeleton-based action recognition. 107921

Objects and image analysis

• 
  Dinesh Elayaperumal, Young Hoon Joo:
  Aberrance suppressed spatio-temporal correlation filters for visual object tracking. 107922

Machine Learning (including CNN's, GAN's etc)

• 
  Jianwu Wan, Yin-Juan Chen, Bing Bai:
  Joint feature extraction and classification in a unified framework for cost-sensitive face recognition. 107927

Regular papers

• 
  Junzhong Ji, Zhuoran Du, Xiaodan Zhang:
  Divergent-convergent attention for image captioning. 107928

Objects and image analysis

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  Yu Zhang, Xin Sun, Junyu Dong, Changrui Chen, Qingxuan Lv:
  GPNet: Gated pyramid network for semantic segmentation. 107940