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Image and Graphics Technologies and Applications

15th Chinese Conference, IGTA 2020, Beijing, China, September 19, 2020, Revised Selected Papers

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Yongtian Wang

    1. Beijing Institute of Technology, Beijing, China

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  2. Xueming Li

    1. Beijing University of Posts and Telecommunications, Beijing, China

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    You can also search for this editor in PubMed   Google Scholar

  3. Yuxin Peng

    1. Peking University, Beijing, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1314)

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Conference proceedings info: IGTA 2020.

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Table of contents (24 papers)

  1. Front Matter

    Pages i-xiii
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  2. Image Processing and Enhancement Techniques

    1. Front Matter

      Pages 1-1
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    2. Single Image Super-Resolution Based on Generative Adversarial Networks

      • Kai Su, Xueming Li, Xuewei Li
      Pages 3-16

    3. A Striping Removal Method Based on Spectral Correlation in MODIS Data

      • Zhiming Shang, Wan Jiang, Gaojin Wen, Can Zhong, Chen Li
      Pages 17-28

    4. Multi-modal 3-D Medical Image Fusion Based on Tensor Robust Principal Component Analysis

      • Xiao Sun, Haitao Yin
      Pages 29-42

    5. Accurate Estimation of Motion Blur Kernel Based on Genetic Algorithms

      • Ziwei Zhou, Pu Huang, Gaojin Wen, Zhiming Shang, Can Zhong, Zhaorong Lin et al.
      Pages 43-54

  3. Biometric Identification Techniques

    1. Front Matter

      Pages 55-55
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    2. Graph Embedding Discriminant Analysis and Semi-Supervised Extension for Face Recognition

      • Jiangshan Du, Liping Zheng, Jun Shi
      Pages 57-73

    3. Fast and Accurate Face Alignment Algorithm Based on Deep Knowledge Distillation

      • Biao Qiao, Huabin Wang, Xiaoyu Deng, Liang Tao
      Pages 74-88

  4. Machine Vision and 3D Reconstruction

    1. Front Matter

      Pages 89-89
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    2. 3D Human Body Reconstruction from a Single Image

      • WenTao Xu, ChunHong Wu, Tian Li, Dongmei Fu
      Pages 91-100

  5. Image/Video Big Data Analysis and Understanding

    1. Front Matter

      Pages 101-101
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    2. Abnormal Crowd Behavior Detection Based on Movement Trajectory

      • Fujian Feng, Han Huang, Haofeng Zhu, Yihui Liang, Lin Wang
      Pages 103-113

    3. Full Convolutional Color Constancy with Attention

      • Tian Yuan, Xueming Li
      Pages 114-126

    4. Simplifying Sketches with Conditional GAN

      • Jia Lu, Xueming Li, Xianlin Zhang
      Pages 127-139

    5. Improved Method of Target Tracking Based on SiamRPN

      • Naiqian Tian, Rong Wang, Luping Zhao
      Pages 140-153

    6. An Improved Target Tracking Method Based on DIMP

      • Luping Zhao, Rong Wang, Naiqian Tian
      Pages 154-167

    7. Infrared Small Target Recognition with Improved Particle Filtering Based on Feature Fusion

      • Qian Feng, Dongjing Cao, Shulong Bao, Lu Liu
      Pages 168-180

    8. Target Recognition Framework and Learning Mode Based on Parallel Images

      • Zihui Yin, Rong Meng, Zhilong Zhao, He Yin, Zhedong Hu, Yongjie Zhai
      Pages 181-192

    9. Crowd Anomaly Scattering Detection Based on Information Entropy

      • Fujian Feng, Shuang Liu, Yongzhen Pan, Qian Zhang, Lin Wang
      Pages 193-205
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  1. Image and Graphics Technologies and Applications

Keywords

About this book

This book constitutes the refereed proceedings of the 15th Conference on Image and Graphics Technologies and Applications, IGTA 2020, held in Beijing, China in September, 2020.*

The 24 papers presented were carefully reviewed and selected from 115 submissions. They provide a forum for sharing progresses in the areas of image processing technology; image analysis and understanding; computer vision and pattern recognition; big data mining, computer graphics and VR, as well as image technology applications.

*The conference was held virtually due to the COVID-19 pandemic.

Editors and Affiliations

  • Beijing Institute of Technology, Beijing, China

    Yongtian Wang

  • Beijing University of Posts and Telecommunications, Beijing, China

    Xueming Li

  • Peking University, Beijing, China

    Yuxin Peng

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