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Pattern Recognition and Computer Vision

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

  • 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 13021)

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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Table of contents (53 papers)

  1. Front Matter

    Pages i-xix
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  2. Low-Level Vision and Image Processing

    1. Front Matter

      Pages 1-1
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    2. SaliencyBERT: Recurrent Attention Network for Target-Oriented Multimodal Sentiment Classification

      • Jiawei Wang, Zhe Liu, Victor Sheng, Yuqing Song, Chenjian Qiu
      Pages 3-15
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    3. Latency-Constrained Spatial-Temporal Aggregated Architecture Search for Video Deraining

      • Zhu Liu, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo, Yuduo Zhang
      Pages 16-28
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    4. Semantic-Driven Context Aggregation Network for Underwater Image Enhancement

      • Dongxiang Shi, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
      Pages 29-40
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    5. A Multi-resolution Medical Image Fusion Network with Iterative Back-Projection

      • Chang Liu, Bin Yang
      Pages 41-52
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    6. Multi-level Discriminator and Wavelet Loss for Image Inpainting with Large Missing Area

      • Junjie Li, Zilei Wang
      Pages 53-65
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    7. \(\mathrm 3D^2Unet\): 3D Deformable Unet for Low-Light Video Enhancement

      • Yuhang Zeng, Yunhao Zou, Ying Fu
      Pages 66-77
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    8. Single Image Specular Highlight Removal on Natural Scenes

      • Huaian Chen, Chenggang Hou, Minghui Duan, Xiao Tan, Yi Jin, Panlang Lv et al.
      Pages 78-91
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    9. Document Image Binarization Using Visibility Detection and Point Cloud Segmentation

      • Jianhong Li, Yan Chen, Siling Liu
      Pages 92-104
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    10. LF-MAGNet: Learning Mutual Attention Guidance of Sub-Aperture Images for Light Field Image Super-Resolution

      • Zijian Wang, Yao Lu, Yani Zhang, Haowei Lu, Shunzhou Wang, Binglu Wang
      Pages 105-116
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    11. Infrared Small Target Detection Based on Weighted Variation Coefficient Local Contrast Measure

      • YuJie He, Min Li, ZhenHua Wei, YanCheng Cai
      Pages 117-127
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    12. Scale-Aware Distillation Network for Lightweight Image Super-Resolution

      • Haowei Lu, Yao Lu, Gongping Li, Yanbei Sun, Shunzhou Wang, Yugang Li
      Pages 128-139
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    13. Deep Multi-Illumination Fusion for Low-Light Image Enhancement

      • Wei Zhong, Jie Lin, Long Ma, Risheng Liu, Xin Fan
      Pages 140-150
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    14. Relational Attention with Textual Enhanced Transformer for Image Captioning

      • Lifei Song, Yiwen Shi, Xinyu Xiao, Chunxia Zhang, Shiming Xiang
      Pages 151-163
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    15. Non-local Network Routing for Perceptual Image Super-Resolution

      • Zexin Ji, Xin Dong, Zhendong Li, Zekuan Yu, Hao Liu
      Pages 164-176
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    16. Multi-focus Image Fusion with Cooperative Image Multiscale Decomposition

      • Yueqi Tan, Bin Yang
      Pages 177-188
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    17. An Enhanced Multi-frequency Learned Image Compression Method

      • Lin He, Zhihui Wei, Yang Xu, Zebin Wu
      Pages 189-200
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    18. Noise Map Guided Inpainting Network for Low-Light Image Enhancement

      • Zhuolong Jiang, Chengzhi Shen, Chenghua Li, Hongzhi Liu, Wei Chen
      Pages 201-213
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    19. FIE-GAN: Illumination Enhancement Network for Face Recognition

      • Zhuo Wang, Weihong Deng, Jiancheng Ge
      Pages 214-225
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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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