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Pattern Recognition and Computer Vision

7th Chinese Conference, PRCV 2024, Urumqi, China, October 18–20, 2024, Proceedings, Part V

  • Conference proceedings
  • © 2025

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Editors:
  1. Zhouchen Lin

    1. Peking University, Beijing, China

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  2. Ming-Ming Cheng

    1. Nankai University, Tianjin, China

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  3. Ran He

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

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  4. Kurban Ubul

    1. Xinjiang University, Ürümqi, China

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  5. Wushouer Silamu

    1. Xinjiang University, Ürümqi, China

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  6. Hongbin Zha

    1. Peking University, Beijing, China

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  7. Jie Zhou

    1. Tsinghua University, Beijing, China

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  8. Cheng-Lin Liu

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

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 15035)

Included in the following conference series:

Conference proceedings info: PRCV 2024.

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About this book

This 15-volume set LNCS 15031-15045 constitutes the refereed proceedings of the 7th Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2024, held in Urumqi, China, during October 18–20, 2024.

The 579 full papers presented were carefully reviewed and selected from 1526 submissions. The papers cover various topics in the broad areas of pattern recognition and computer vision, including machine learning, pattern classification and cluster analysis, neural network and deep learning, low-level vision and image processing, object detection and recognition, 3D vision and reconstruction, action recognition, video analysis and understanding, document analysis and recognition, biometrics, medical image analysis, and various applications.

Keywords

Table of contents (42 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Multi-modal Information Processing

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. A Multi-modal Framework with Contrastive Learning and Sequential Encoding for Enhanced Sleep Stage Detection

      • Zehui Wang, Zhihan Zhang, Hongtao Wang
      Pages 3-17

    3. Charting the Uncharted: Building and Analyzing a Multifaceted Chart Question Answering Dataset for Complex Logical Reasoning Process

      • Anran Wu, Shuwen Yang, Yujia Xia, Xingjiao Wu, Tianlong Ma, Liang He
      Pages 18-33

    4. Time-Frequency Mutual Learning for Moment Retrieval and Highlight Detection

      • Yaokun Zhong, Tianming Liang, Jian-Fang Hu
      Pages 34-48

    5. Masked Visual Pre-training for RGB-D and RGB-T Salient Object Detection

      • Yanyu Qi, Ruohao Guo, Zhenbo Li, Dantong Niu, Liao Qu
      Pages 49-66

    6. Cascade Coarse-to-Fine Point-Query Transformer for RGB-T Crowd Counting

      • Xian Qu, Yingyi Yang, Xiaoming Mai
      Pages 67-83

    7. Perceptual Image Compression with Text-Guided Multi-level Fusion

      • Jiaqi Hu, Jiedong Zhuang, Xiaoyu Liang, Dayong Wang, Lu Yu, Haoji Hu
      Pages 84-97

    8. Evaluating Attribute Comprehension in Large Vision-Language Models

      • Haiwen Zhang, Zixi Yang, Yuanzhi Liu, Xinran Wang, Zheqi He, Kongming Liang et al.
      Pages 98-113

    9. Efficient Multi-modal Human-Centric Contrastive Pre-training with a Pseudo Body-Structured Prior

      • Yihang Meng, Hao Cheng, Zihua Wang, Hongyuan Zhu, Xiuxian Lao, Yu Zhang
      Pages 114-128

    10. \(A^{3}R\): Vision Language Pre-training by Attentive Alignment and Attentive Reconstruction

      • Yusong Hu, Yuting Gao, Zihan Xu, Ke Li, Xialei Liu
      Pages 129-142

    11. Mixture-of-Hand-Experts: Repainting the Deformed Hand Images Generated by Diffusion Models

      • Yuxuan Wang, Tianwei Cao, Kongming Liang, Zhongjiang He, Hao Sun, Yongxiang Li et al.
      Pages 143-157

    12. ConD2: Contrastive Decomposition Distilling for Multimodal Sentiment Analysis

      • Xi Yu, Wenti Huang, Jun Long
      Pages 158-172

    13. Multi-layer Tuning CLIP for Few-Shot Image Classification

      • Ruihao Zhang, Jinsong Geng, Cenyu Liu, Wei Zhang, Zunlei Feng, Liang xue et al.
      Pages 173-186

    14. DIM: Dynamic Integration of Multimodal Entity Linking with Large Language Model

      • Shezheng Song, Shasha Li, Jie Yu, Shan Zhao, Xiaopeng Li, Jun Ma et al.
      Pages 187-200

    15. Text-Dominant Interactive Attention for Cross-Modal Sentiment Analysis

      • Zebao Zhang, Shuang Yang, Haiwei Pan
      Pages 201-215

    16. Dual Context Perception Transformer for Referring Image Segmentation

      • Yuqiu Kong, Junhua Liu, Cuili Yao
      Pages 216-230

    17. ELEMO: Elements Focused Emotion Recognition for Sticker Images

      • Min Luo, Boda Lin, Binghao Tang, Haolong Yan, Si Li
      Pages 231-245

    18. Cross-Modal Dual Matching and Comparison for Text-to-Image Person Re-identification

      • Lin Cao, Wenwen Sun, Yanan Guo, Shoujing Wang, Boqian Lv
      Pages 246-259

    19. Low-Resource Machine Translation with Different Granularity Image Features

      • Turghun Tayir, Lin Li, Mieradilijiang Maimaiti, Yusnur Muhtar
      Pages 260-273
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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

  5. Pattern Recognition and Computer Vision

  6. Pattern Recognition and Computer Vision

  7. Pattern Recognition and Computer Vision

  8. Pattern Recognition and Computer Vision

  9. Pattern Recognition and Computer Vision

  10. Pattern Recognition and Computer Vision

  11. Pattern Recognition and Computer Vision

  12. Pattern Recognition and Computer Vision

  13. Pattern Recognition and Computer Vision

  14. Pattern Recognition and Computer Vision

  15. Pattern Recognition and Computer Vision

Editors and Affiliations

  • Peking University, Beijing, China

    Zhouchen Lin, Hongbin Zha

  • Nankai University, Tianjin, China

    Ming-Ming Cheng

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

    Ran He, Cheng-Lin Liu

  • Xinjiang University, Ürümqi, China

    Kurban Ubul, Wushouer Silamu

  • Tsinghua University, Beijing, China

    Jie Zhou

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