Pattern Recognition, Volume 130

Volume 130, October 2022

Machine learning

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  Berkan Kadioglu, Peng Tian, Jennifer G. Dy, Deniz Erdogmus, Stratis Ioannidis:
  Sample complexity of rank regression using pairwise comparisons. 108688

Objects and image analysis

• 
  Tao Sun, Dongsheng Li:
  General nonconvex total variation and low-rank regularizations: Model, algorithm and applications. 108692

Various applications

• 
  Mantun Chen, Yongjun Wang, Xiatian Zhu:
  Few-shot Website Fingerprinting attack with Meta-Bias Learning. 108739

Special Section on Fine-grained object retrieval, matching and ranking

• 
  Wei Shan, Dan Huang, Jiangtao Wang, Feng Zou, Suwen Li:
  Self-Attention based fine-grained cross-media hybrid network. 108748

Features

• 
  Peng Chen, Xutao Li, Changxing Ding, Jianxing Liu, Ligang Wu:
  Discrete curve model for non-elastic shape analysis on shape manifold. 108760

Clustering

• 
  Xiao Yu, Hui Liu, Yuxiu Lin, Yan Wu, Caiming Zhang:
  Auto-weighted sample-level fusion with anchors for incomplete multi-view clustering. 108772

Objects and image analysis

• 
  Zhiyan Cui, Na Lu, Weifeng Wang:
  Pseudo loss active learning for deep visual tracking. 108773

Special Section on Open World Robust Pattern Recognition

• 
  Ke Nai, Zhiyong Li, Haidong Wang:
  Dynamic feature fusion with spatial-temporal context for robust object tracking. 108775

Objects and image analysis

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  Zhengyang Feng, Qianyu Zhou, Qiqi Gu, Xin Tan, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma:
  DMT: Dynamic mutual training for semi-supervised learning. 108777
• 
  Joya Chen, Dong Liu, Bin Luo, Xuezheng Peng, Tong Xu, Enhong Chen:
  Residual objectness for imbalance reduction. 108781

Structural pattern recognition, network and graph methods

• 
  P. S. Dinesh, M. Manikandan:
  Fully convolutional Deep Stacked Denoising Sparse Auto encoder network for partial face reconstruction. 108783

Objects and image analysis

• 
  Zhiyuan Zhang, Jiadai Sun, Yuchao Dai, Dingfu Zhou, Xibin Song, Mingyi He:
  Self-supervised rigid transformation equivariance for accurate 3D point cloud registration. 108784

Structural pattern recognition, network and graph methods

• 
  Qingyun Fang, Zhaokui Wang:
  Cross-modality attentive feature fusion for object detection in multispectral remote sensing imagery. 108786

Clustering

• 
  Xudong Tang, Chao Dong, Wei Zhang:
  Contrastive author-aware text clustering. 108787

Features

• 
  He Sun, Lei Zhang, Jinchang Ren, Hua Huang:
  Novel hyperbolic clustering-based band hierarchy (HCBH) for effective unsupervised band selection of hyperspectral images. 108788

Special Section on Graph-based Methods for Large Scale Financial and Business Data Analysis

• 
  Wei Gao, Haizhong Yang:
  Time-varying Group Lasso Granger Causality Graph for High Dimensional Dynamic system. 108789

Special Section on AI for Combating COVID-2019

• 
  Aleksandar Novakovic, Adele H. Marshall:
  The CP-ABM approach for modelling COVID-19 infection dynamics and quantifying the effects of non-pharmaceutical interventions. 108790

Clustering

• 
  Yalan Qin, Hanzhou Wu, Jian Zhao, Guorui Feng:
  Enforced block diagonal subspace clustering with closed form solution. 108791

Special Section on Fine-grained object retrieval, matching and ranking

• 
  Hao Tang, Chengcheng Yuan, Zechao Li, Jinhui Tang:
  Learning attention-guided pyramidal features for few-shot fine-grained recognition. 108792

Objects and image analysis

• 
  Sixian Chan, Yangwei Jia, Xiaolong Zhou, Cong Bai, Shengyong Chen, Xiaoqin Zhang:
  Online multiple object tracking using joint detection and embedding network. 108793
• 
  Dong Wang, Xiao-Ping Wang:
  The iterative convolution-thresholding method (ICTM) for image segmentation. 108794

Machine learning

• 
  Esteban G. Tabak, Giulio Trigila, Wenjun Zhao:
  Distributional barycenter problem through data-driven flows. 108795

Objects and image analysis

• 
  Rui Qian, Xin Lai, Xirong Li:
  3D Object Detection for Autonomous Driving: A Survey. 108796

Various applications

• 
  Wenkai Dong, Zhaoxiang Zhang, Chunfeng Song, Tieniu Tan:
  Identifying the key frames: An attention-aware sampling method for action recognition. 108797

Objects and image analysis

• 
  Hao Xing, Yifan Cao, Maximilian Biber, Mingchuan Zhou, Darius Burschka:
  Joint prediction of monocular depth and structure using planar and parallax geometry. 108806

Various applications

• 
  Ting-Hui Chiang, Yi-Chun Tseng, Yu-Chee Tseng:
  A multi-embedding neural model for incident video retrieval. 108807

Data science and big data

• 
  Jixue Liu, Jiuyong Li, Lin Liu:
  FastOPM - A practical method for partial match of time series. 108808

Clustering

• 
  Chen Wang, Xiaojun Chen, Feiping Nie, Joshua Zhexue Huang:
  Directly solving normalized cut for multi-view data. 108809

Handwriting and document analysis

• 
  Sungho Suh, Jihun Kim, Paul Lukowicz, Yong Oh Lee:
  Two-stage generative adversarial networks for binarization of color document images. 108810

Classifiers and classification

• 
  Heshan Wang, Yuxi Liu, Dongshu Wang, Yong Luo, Chudong Tong, Zhaomin Lv:
  Discriminative and regularized echo state network for time series classification. 108811

Handwriting and document analysis

• 
  Guanjie Huang, Xiangyu Luo, Shaowei Wang, Tianlong Gu, Kaile Su:
  Hippocampus-heuristic character recognition network for zero-shot learning in Chinese character recognition. 108818

Machine learning

• 
  Chuanlin Lan, Fan Feng, Qi Liu, Qi She, Qihan Yang, Xinyue Hao, Ivan Mashkin, Ka Shun Kei, Dong Qiang, Vincenzo Lomonaco, Xuesong Shi, Zhengwei Wang, Yao Guo, Yimin Zhang, Fei Qiao, Rosa H. M. Chan:
  Towards lifelong object recognition: A dataset and benchmark. 108819

Features

• 
  Bo Zhang, Yunpeng Tan, Hui Wang, Zheng Zhang, Xiuzhuang Zhou, Jingyun Wu, Yue Mi, Haiwen Huang, Wendong Wang:
  LSRML: A latent space regularization based meta-learning framework for MR image segmentation. 108821

Various applications

• 
  Prashant W. Patil, Sunil Gupta, Santu Rana, Svetha Venkatesh:
  Dual-frame spatio-temporal feature modulation for video enhancement. 108822

Machine learning

• 
  Fan Yang, Yufeng Liu, Xiaojian Ding, Fumin Ma, Jie Cao:
  Asymmetric cross-modal hashing with high-level semantic similarity. 108823
• 
  Zichao Hu, Heng Li, Liheng Yuan, Zhang Cheng, Wei Yuan, Ming Zhu:
  Model scheduling and sample selection for ensemble adversarial example attacks. 108824

Objects and image analysis

• 
  Haoyuan Chen, Chen Li, Ge Wang, Xiaoyan Li, Md Mamunur Rahaman, Hongzan Sun, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Shiliang Ai, Marcin Grzegorzek:
  GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection. 108827

Classifiers and classification

• 
  Liran Shen, Meng Joo Er, Qingbo Yin:
  Classification for high-dimension low-sample size data. 108828
• 
  Wanli Liu, Chen Li, Ning Xu, Tao Jiang, Md Mamunur Rahaman, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek:
  CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron. 108829

Face and biometrics

• 
  Wenbo Pu, Jing Hu, Xin Wang, Yuezun Li, Shu Hu, Bin Zhu, Rui Song, Qi Song, Xi Wu, Siwei Lyu:
  Learning a deep dual-level network for robust DeepFake detection. 108832

Structural pattern recognition, network and graph methods

• 
  Su Zhang, Chuangao Tang, Cuntai Guan:
  Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition. 108833

Machine learning

• 
  Qianqian Shi, Junsong Fan, Zuoren Wang, Zhaoxiang Zhang:
  Multimodal channel-wise attention transformer inspired by multisensory integration mechanisms of the brain. 108837