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Advances in Computer Graphics

39th Computer Graphics International Conference, CGI 2022, Virtual Event, September 12–16, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Nadia Magnenat-Thalmann

    1. University of Geneva, Geneva, Switzerland

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  2. Jian Zhang

    1. Bournemouth University, Poole, UK

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  3. Jinman Kim

    1. University of Sydney, Sydney, Australia

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  4. George Papagiannakis

    1. University of Crete, Heraklion, Greece

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  5. Bin Sheng

    1. Shanghai Jiao Tong University, Shanghai, China

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  6. Daniel Thalmann

    1. Swiss Federal Institute of Technology, Lausanne, Switzerland

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  7. Marina Gavrilova

    1. University of Calgary, Calgary, Canada

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13443)

Included in the following conference series:

Conference proceedings info: CGI 2022.

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About this book

This book constitutes the refereed proceedings of the 39th Computer Graphics International Conference on Advances in Computer Graphics, CGI 2022, held Virtually, during September 12–16, 2022. 

The 45 full papers included in this book were carefully reviewed and selected from 139 submissions. They were organized in topical sections as follows: image analysis & processing; graphs & networks; estimation & feature matching; 3d reconstruction; rendering & animation; detection & recognition; colors, paintings & layout; synthesis & generation; ar & user interfaces; medical imaging; segmentation; object detection; image attention & perception; and modeling & simulation.

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Table of contents (45 papers)

  1. Front Matter

    Pages i-xv
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  2. Image Analysis and Processing

    1. Front Matter

      Pages 1-1
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    2. Multi-granularity Feature Attention Fusion Network for Image-Text Sentiment Analysis

      • Tao Sun, Shuang Wang, Shenjie Zhong
      Pages 3-14

    3. Toward Efficient Image Denoising: A Lightweight Network with Retargeting Supervision Driven Knowledge Distillation

      • Beiji Zou, Yue Zhang, Min Wang, Shu Liu
      Pages 15-27

    4. A Pig Pose Estimation Model for Measuring Pig’s Body Size

      • Yukun Yang, Wenhu Qin, Libo Sun, Weipeng Shi
      Pages 28-40

    5. Topology-Aware Learning for Semi-supervised Cross-domain Retinal Artery/Vein Classification

      • Hanlin Liu, Jianyang Xie, Yonghuai Liu, Huaying Hao, Lijun Guo, Jiong Zhang et al.
      Pages 41-52

    6. Face Super-Resolution with Better Semantics and More Efficient Guidance

      • Jin Chen, Jun Chen, Zheng Wang, Chao Liang, Zhen Han, Chia-Wen Lin
      Pages 53-64

  3. Graphs and Networks

    1. Front Matter

      Pages 65-65
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    2. Layout and Display of Network Graphs on a Sphere

      • Anshul Guha, Eliot Feibush
      Pages 67-78

    3. Joint Matrix Factorization and Structure Preserving for Domain Adaptation

      • Wenhao Shao, Hui Chen, Min Meng, Jigang Wu
      Pages 79-91

    4. Graph Adversarial Network with Bottleneck Adapter Tuning for Sign Language Production

      • Chunpeng Yu, Jiajia Liang, Yihui Liao, Zhifeng Xie, Bin Sheng
      Pages 92-103

  4. Estimation and Feature Matching

    1. Front Matter

      Pages 105-105
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    2. Facial Landmarks Based Region-Level Data Augmentation for Gaze Estimation

      • Zhuo Yang, Luqian Ren, Jian Zhu, Wenyan Wu, Rui Wang
      Pages 107-116

    3. An Efficient Dense Depth Map Estimation Algorithm Using Direct Stereo Matching for Ultra-Wide-Angle Images

      • Xiuxiu Gui, Xinyu Zhang
      Pages 117-128

    4. Ad-RMS: Adaptive Regional Motion Statistics for Feature Matching Filtering

      • Bin Nan, Yinghui Wang, Yanxing Liang, Min Wu, Pengjiang Qian, Gang Lin
      Pages 129-141

  5. 3D Reconstruction

    1. Front Matter

      Pages 143-143
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    2. Visual Indoor Navigation Using Mobile Augmented Reality

      • Han Zhang, Mengsi Guo, Wenqing Zhao, Jin Huang, Ziyao Meng, Ping Lu et al.
      Pages 145-156

    3. Cost Volume Pyramid Network with Multi-strategies Range Searching for Multi-view Stereo

      • Shiyu Gao, Zhaoxin Li, Zhaoqi Wang
      Pages 157-169

    4. Reconstructing the Surface Mesh Representation for Single Neuron

      • Ivar Ekeland, Roger Temam
      Pages 170-182

    5. WEmap: Weakness-Enhancement Mapping for 3D Reconstruction with Sparse Image Sequences

      • Kun Zhang, Chunying Song, Jingzhao Wang, Kai Wang, Nan Yun
      Pages 183-195
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Other volumes

  1. Advances in Computer Graphics

Editors and Affiliations

  • University of Geneva, Geneva, Switzerland

    Nadia Magnenat-Thalmann

  • Bournemouth University, Poole, UK

    Jian Zhang

  • University of Sydney, Sydney, Australia

    Jinman Kim

  • University of Crete, Heraklion, Greece

    George Papagiannakis

  • Shanghai Jiao Tong University, Shanghai, China

    Bin Sheng

  • Swiss Federal Institute of Technology, Lausanne, Switzerland

    Daniel Thalmann

  • University of Calgary, Calgary, Canada

    Marina Gavrilova

Bibliographic Information

  • Book Title: Advances in Computer Graphics

  • Book Subtitle: 39th Computer Graphics International Conference, CGI 2022, Virtual Event, September 12–16, 2022, Proceedings

  • Editors: Nadia Magnenat-Thalmann, Jian Zhang, Jinman Kim, George Papagiannakis, Bin Sheng, Daniel Thalmann, Marina Gavrilova

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-23473-6

  • 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: 978-3-031-23472-9Published: 02 January 2023

  • eBook ISBN: 978-3-031-23473-6Published: 01 January 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XV, 597

  • Number of Illustrations: 53 b/w illustrations, 240 illustrations in colour

  • Topics: Computer Applications

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