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Image and Graphics

11th International Conference, ICIG 2021, Haikou, China, August 6–8, 2021, Proceedings, Part II

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Yuxin Peng

    1. Peking University, Beijing, China

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  2. Shi-Min Hu

    1. Tsinghua University, Beijing, China

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  3. Moncef Gabbouj

    1. Tampere University, Tampere, Finland

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  4. Kun Zhou

    1. Zhejiang University, Hangzhou, China

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  5. Michael Elad

    1. Technion – Israel Institute of Technology, Haifa, Israel

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  6. Kun Xu

    1. Tsinghua University, Beijing, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12889)

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

Included in the following conference series:

Conference proceedings info: ICIG 2021.

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Table of contents (67 papers)

  1. Front Matter

    Pages i-xviii
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  2. Artificial Intelligence

    1. Front Matter

      Pages 1-1
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    2. A Calibration Strategy for Smart Welding

      • Min Chen, Zhiling Ma, Xu Chen, Muhammad Owais, Yaohui Liu
      Pages 3-17

    3. Brain Connectivity: Exploring from a High-Level Topological Perspective

      • Wei Sheng, Liang Li, Shaoqiang Han, Yunshuang Fan, Chong Wang, Qin Tang et al.
      Pages 18-29

    4. Hetero-STAN: Crowd Flow Prediction by Heterogeneous Spatio-Temporal Attention Network

      • Kai Fang, Enze Yang, Yuxin Liu, Shuoyan Liu
      Pages 30-41

    5. UAV Track Planning Algorithm Based on Graph Attention Network and Deep Q Network

      • Xinyu Hu, Jingpeng Gao, Zhiye Jiang
      Pages 42-54

    6. Object 6DoF Pose Estimation for Power Grid Manipulating Robots

      • Shan Du, Xiaoye Zhang, Zhongliang Li, Jingpeng Yue, Qin Zou
      Pages 55-66

    7. Novel Augmented Reality System for Oral and Maxillofacial Surgery

      • Lele Ding, Long Shao, Zehua Zhao, Tao Zhang, Danni Ai, Jian Yang et al.
      Pages 67-79

    8. A New Dataset and Recognition for Egocentric Microgesture Designed by Ergonomists

      • Guangchuan Li, Yue Liu, Weitao Song, Cong Wang, Yongtian Wang
      Pages 80-89

  3. Machine Learning Architectures and Formulations

    1. Front Matter

      Pages 91-91
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    2. Orthogonal Dual Graph Regularized Nonnegative Matrix Factorization

      • Jinrong He, Yanxin Shi, Zongwen Bai, Zeyu Bao
      Pages 93-105

    3. Robust Recovery of Low Rank Matrix by Nonconvex Rank Regularization

      • Hengmin Zhang, Wei Luo, Wenli Du, Jianjun Qian, Jian Yang, Bob Zhang
      Pages 106-119

    4. Free Adversarial Training with Layerwise Heuristic Learning

      • Haitao Zhang, Yucheng Shi, Benyu Dong, Yahong Han, Yuanzhang Li, Xiaohui Kuang
      Pages 120-131

    5. Adversarial Attack with KD-Tree Searching on Training Set

      • Xinghua Guo, Fan Jia, Jianqiao An, Yahong Han
      Pages 132-142

    6. Mixup Without Hesitation

      • Hao Yu, Huanyu Wang, Jianxin Wu
      Pages 143-154

    7. An LDA and RBF-SVM Based Classification Method for Inertinite Macerals of Coal

      • Zihan Xue, Jing Cao, Peizhen Wang, Zihuan Yin, Dailin Zhang
      Pages 155-166

    8. A Weighted Non-convex Restoration Model for Hyperspectral Image

      • Yijun Yu, Min Li
      Pages 167-178

    9. Edge-Based Blur Kernel Estimation Using Sparse Representation and Self-similarity

      • Jing Yu, Lening Guo, Chuangbai Xiao, Zhenchun Chang
      Pages 179-205

    10. Normal Distribution Function on Descriptor Extraction

      • Jianhua Yin, Cong Liu, Jun Jiang, Jie Wen, Lihang Yang, Shilong Zhu
      Pages 206-215

    11. Supervised Non-negative Matrix Factorization Induced by Huber Loss

      • Ying Huang, Wen-Sheng Chen, Binbin Pan, Bo Chen
      Pages 216-225
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Other volumes

  1. Image and Graphics

  2. Image and Graphics

  3. Image and Graphics

Keywords

About this book

This three-volume set LNCS 12888, 12898, and 12890 constitutes the refereed conference proceedings of the 11th International Conference on Image and Graphics, ICIG 2021, held in Haikou, China, in August 2021.*

The 198 full papers presented were selected from 421 submissions and focus on advances of theory, techniques and algorithms as well as innovative technologies of image, video and graphics processing and fostering innovation, entrepreneurship, and networking.

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

Editors and Affiliations

  • Peking University, Beijing, China

    Yuxin Peng

  • Tsinghua University, Beijing, China

    Shi-Min Hu, Kun Xu

  • Tampere University, Tampere, Finland

    Moncef Gabbouj

  • Zhejiang University, Hangzhou, China

    Kun Zhou

  • Technion – Israel Institute of Technology, Haifa, Israel

    Michael Elad

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