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Pattern Recognition and Computer Vision

5th Chinese Conference, PRCV 2022, Shenzhen, China, November 4–7, 2022, Proceedings, Part I

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Shiqi Yu

    1. Southern University of Science and Technology, Shenzhen, China

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  2. Zhaoxiang Zhang

    1. Institute of Automation, Chinese Academy of Sciences, Beijing, China

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  3. Pong C. Yuen

    1. Hong Kong Baptist University, Hong Kong, China

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  4. Junwei Han

    1. Northwestern Polytechnical University, Xi’an, China

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  5. Tieniu Tan

    1. Institute of Automation, Chinese Academy of Sciences, Beijing, China

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  6. Yike Guo

    1. Hong Kong Baptist University, Hong Kong, China

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  7. Jianhuang Lai

    1. Sun Yat-sen University, Guangzhou, China

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  8. Jianguo Zhang

    1. Southern University of Science and Technology, Shenzhen, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13534)

Included in the following conference series:

Conference proceedings info: PRCV 2022.

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Table of contents (62 papers)

  1. Front Matter

    Pages i-xviii
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  2. Theories and Feature Extraction

    1. Front Matter

      Pages 1-1
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    2. Architecture Colorization via Self-supervised Learning and Instance Segmentation

      • Sen Liu, Hang Chen, Li Li
      Pages 3-16

    3. Dual-Rank Attention Module for Fine-Grained Vehicle Model Recognition

      • Wen Cai, Wenjia Zhu, Bo Cheng, Longdao Xu, Ye Yu, Qiang Lu et al.
      Pages 17-28

    4. Multi-view Geometry Distillation for Cloth-Changing Person ReID

      • Hanlei Yu, Bin Liu, Yan Lu, Qi Chu, Nenghai Yu
      Pages 29-41

    5. Triplet Ratio Loss for Robust Person Re-identification

      • Shuping Hu, Kan Wang, Jun Cheng, Huan Tan, Jianxin Pang
      Pages 42-54

    6. TFAtrack: Temporal Feature Aggregation for UAV Tracking and a Unified Benchmark

      • Xiaowei Zhao, Youhua Zhang
      Pages 55-66

    7. Correlated Matching and Structure Learning for Unsupervised Domain Adaptation

      • Xingping Luo, Yuwu Lu, Jiajun Wen, Zhihui Lai
      Pages 67-80

    8. Rider Re-identification Based on Pyramid Attention

      • Jiaze Li, Bin Liu
      Pages 81-93

    9. Temporal Correlation-Diversity Representations for Video-Based Person Re-Identification

      • Litong Gong, Ruize Zhang, Sheng Tang, Juan Cao
      Pages 94-105

    10. FIMF Score-CAM: Score-CAM Based Visual Explanations via Fast Integrating Multiple Features of Local Space for Deep Networks

      • Jing Li, Dongbo Zhang
      Pages 106-117

    11. Learning Adaptive Progressive Representation for Group Re-identification

      • Kuoyu Deng, Zhanxiang Feng, Jian-Huang Lai
      Pages 118-129

    12. General High-Pass Convolution: A Novel Convolutional Layer for Image Manipulation Detection

      • Zecheng Tang, Yang Liu
      Pages 130-145

  3. Machine Learning, Multimedia and Multimodal

    1. Front Matter

      Pages 147-147
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    2. Thangka Mural Line Drawing Based on Dense and Dual-Residual Architecture

      • Nianyi Wang, Weilan Wang, Wenjin Hu
      Pages 149-160

    3. Self-supervised Adaptive Kernel Nonnegative Matrix Factorization

      • Furong Deng, Yang Zhao, Jihong Pei, Xuan Yang
      Pages 161-173

    4. Driver Behavior Decision Making Based on Multi-Action Deep Q Network in Dynamic Traffic Scenes

      • Kai Zhao, Yaochen Li, Yuan Gao, Hujun Liu, Anna Li, Jiaxin Guo et al.
      Pages 174-186

    5. Federated Twin Support Vector Machine

      • Zhou Yang, Xiaoyun Chen
      Pages 187-204

    6. Adversarial VAE with Normalizing Flows for Multi-Dimensional Classification

      • Wenbo Zhang, Yunhao Gou, Yuepeng Jiang, Yu Zhang
      Pages 205-219

    7. Fuzzy Twin Bounded Large Margin Distribution Machines

      • Qiang Jin, Shuangyi Fan, Denghao Dong, Libo Zhang
      Pages 220-231
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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

Keywords

About this book

The 4-volume set LNCS 13534, 13535, 13536 and 13537 constitutes the refereed proceedings of the 5th Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2022, held in Shenzhen, China, in November 2022.

The 233 full papers presented were carefully reviewed and selected from 564 submissions. The papers have been organized in the following topical sections: Theories and Feature Extraction; Machine learning, Multimedia and Multimodal; Optimization and Neural Network and Deep Learning; Biomedical Image Processing and Analysis; Pattern Classification and Clustering; 3D Computer Vision and Reconstruction, Robots and Autonomous Driving; Recognition, Remote Sensing; Vision Analysis and Understanding; Image Processing and Low-level Vision; Object Detection, Segmentation and Tracking.

Editors and Affiliations

  • Southern University of Science and Technology, Shenzhen, China

    Shiqi Yu, Jianguo Zhang

  • Institute of Automation, Chinese Academy of Sciences, Beijing, China

    Zhaoxiang Zhang, Tieniu Tan

  • Hong Kong Baptist University, Hong Kong, China

    Pong C. Yuen, Yike Guo

  • Northwestern Polytechnical University, Xi’an, China

    Junwei Han

  • Sun Yat-sen University, Guangzhou, China

    Jianhuang Lai

Bibliographic Information

  • Book Title: Pattern Recognition and Computer Vision

  • Book Subtitle: 5th Chinese Conference, PRCV 2022, Shenzhen, China, November 4–7, 2022, Proceedings, Part I

  • Editors: Shiqi Yu, Zhaoxiang Zhang, Pong C. Yuen, Junwei Han, Tieniu Tan, Yike Guo, Jianhuang Lai, … Jianguo Zhang

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-18907-4

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-031-18906-7Published: 13 October 2022

  • eBook ISBN: 978-3-031-18907-4Published: 27 October 2022

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XVIII, 829

  • Number of Illustrations: 10 b/w illustrations, 257 illustrations in colour

  • Topics: Computer Imaging, Vision, Pattern Recognition and Graphics

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