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Pattern Recognition and Computer Vision

4th Chinese Conference, PRCV 2021, Beijing, China, October 29 – November 1, 2021, Proceedings, Part IV

  • Conference proceedings
  • © 2021

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Editors:
  1. Huimin Ma

    1. University of Science and Technology Beijing, Beijing, China

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  2. Liang Wang

    1. Chinese Academy of Sciences, Beijing, China

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  3. Changshui Zhang

    1. Tsinghua University, Beijing, China

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  4. Fei Wu

    1. Zhejiang University, Hangzhou, China

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  5. Tieniu Tan

    1. Chinese Academy of Sciences, Beijing, China

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  6. Yaonan Wang

    1. Hunan University, Changsha, China

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  7. Jianhuang Lai

    1. Sun Yat-Sen University, Guangzhou, China

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  8. Yao Zhao

    1. Beijing Jiaotong University, Beijing, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13022)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: PRCV 2021.

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About this book

The 4-volume set LNCS 13019, 13020, 13021 and 13022 constitutes the refereed proceedings of the 4th Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2021, held in Beijing, China, in October-November 2021.

The 201 full papers presented were carefully reviewed and selected from 513 submissions. The papers have been organized in the following topical sections: Object Detection, Tracking and Recognition; Computer Vision, Theories and Applications, Multimedia Processing and Analysis; Low-level Vision and Image Processing; Biomedical Image Processing and Analysis; Machine Learning, Neural Network and Deep Learning, and New Advances in Visual Perception and Understanding.

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Keywords

Table of contents (46 papers)

  1. Machine Learning, Neural Network and Deep Learning

    1. Flexible Projection Search Using Optimal Re-weighted Adjacency for Unsupervised Manifold Learning

      • Yuting Tao, Haifeng Zhao, Yan Zhang
      Pages 227-239

    2. Fabric Defect Detection via Multi-scale Feature Fusion-Based Saliency

      • Zhoufeng Liu, Ning Huang, Chunlei Li, Zijing Guo, Chengli Gao
      Pages 240-251

    3. Improving Adversarial Robustness of Detector via Objectness Regularization

      • Jiayu Bao, Jiansheng Chen, Hongbing Ma, Huimin Ma, Cheng Yu, Yiqing Huang
      Pages 252-262

    4. IPE Transformer for Depth Completion with Input-Aware Positional Embeddings

      • Bocen Li, Guozhen Li, Haiting Wang, Lijun Wang, Zhenfei Gong, Xiaohua Zhang et al.
      Pages 263-275

    5. Enhanced Multi-view Matrix Factorization with Shared Representation

      • Sheng Huang, Yunhe Zhang, Lele Fu, Shiping Wang
      Pages 276-287

    6. Multi-level Residual Attention Network for Speckle Suppression

      • Yu Lei, Shuaiqi Liu, Luyao Zhang, Ling Zhao, Jie Zhao
      Pages 288-299

    7. Suppressing Style-Sensitive Features via Randomly Erasing for Domain Generalizable Semantic Segmentation

      • Siwei Su, Haijian Wang, Meng Yang
      Pages 300-311

    8. MAGAN: Multi-attention Generative Adversarial Networks for Text-to-Image Generation

      • Xibin Jia, Qing Mi, Qi Dai
      Pages 312-322

    9. Dual Attention Based Network with Hierarchical ConvLSTM for Video Object Segmentation

      • Zongji Zhao, Sanyuan Zhao
      Pages 323-335

    10. Distance-Based Class Activation Map for Metric Learning

      • Yeqing Shen, Huimin Ma, Xiaowen Zhang, Tianyu Hu, Yuhan Dong
      Pages 336-347

    11. Reading Pointer Meter Through One Stage End-to-End Deep Regression

      • Zhenzhen Chao, Yaobin Mao, Yi Han
      Pages 348-360

    12. Deep Architecture Compression with Automatic Clustering of Similar Neurons

      • Xiang Liu, Wenxue Liu, Li-Na Wang, Guoqiang Zhong
      Pages 361-373

    13. Attention Guided Spatio-Temporal Artifacts Extraction for Deepfake Detection

      • Zhibing Wang, Xin Li, Rongrong Ni, Yao Zhao
      Pages 374-386

    14. Learn the Approximation Distribution of Sparse Coding with Mixture Sparsity Network

      • Li Li, Xiao Long, Liansheng Zhuang, Shafei Wang
      Pages 387-398

    15. Anti-occluded Person Re-identification via Pose Restoration and Dual Channel Feature Distance Measurement

      • Bin Wu, Keyang Cheng, Chunyun Meng, Sai Liang
      Pages 399-410

    16. Dynamic Runtime Feature Map Pruning

      • Pei Zhang, Tailin Liang, John Glossner, Lei Wang, Shaobo Shi, Xiaotong Zhang
      Pages 411-422

  2. Special Session: New Advances in Visual Perception and Understanding

    1. Front Matter

      Pages 423-423
      Download chapter PDF

    2. Multi-branch Graph Network for Learning Human-Object Interaction

      • Tongtong Wu, Xu Zhang, Fuqing Duan, Liang Chang
      Pages 425-436

    3. FDEA: Face Dataset with Ethnicity Attribute

      • Jun Chen, Ting Liu, Fu-Zhao Ou, Yuan-Gen Wang
      Pages 437-446

    4. TMD-FS: Improving Few-Shot Object Detection with Transformer Multi-modal Directing

      • Ying Yuan, Lijuan Duan, Wenjian Wang, Qing En
      Pages 447-458
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Other volumes

  1. Pattern Recognition and Computer Vision

  2. Pattern Recognition and Computer Vision

  3. Pattern Recognition and Computer Vision

  4. Pattern Recognition and Computer Vision

Editors and Affiliations

  • University of Science and Technology Beijing, Beijing, China

    Huimin Ma

  • Chinese Academy of Sciences, Beijing, China

    Liang Wang, Tieniu Tan

  • Tsinghua University, Beijing, China

    Changshui Zhang

  • Zhejiang University, Hangzhou, China

    Fei Wu

  • Hunan University, Changsha, China

    Yaonan Wang

  • Sun Yat-Sen University, Guangzhou, China

    Jianhuang Lai

  • Beijing Jiaotong University, Beijing, China

    Yao Zhao

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