Image and Graphics Technologies and Applications: 15th Chinese Conference, IGTA 2020, Beijing, China, September 19, 2020, Revised Selected Papers

327 Pages·2021·71.891 MB·English

by  Yongtian Wang, Xueming Li, Yuxin Peng

Yongtian Wang
Xueming Li
Yuxin Peng (Eds.)
Communications in Computer and Information Science 1314
Image and Graphics
Technologies
and Applications
15th Chinese Conference, IGTA 2020
Beijing, China, September 19, 2020
Revised Selected Papers
Communications
in Computer and Information Science 1314
Editorial Board Members
Joaquim Filipe
Polytechnic Institute of Setúbal, Setúbal, Portugal
Ashish Ghosh
Indian Statistical Institute, Kolkata, India
Raquel Oliveira Prates
Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
Lizhu Zhou
Tsinghua University, Beijing, China
More information about this series at http://www.springer.com/series/7899
Yongtian Wang Xueming Li
(cid:129) (cid:129)
Yuxin Peng (Eds.)
Image and Graphics
Technologies
and Applications
15th Chinese Conference, IGTA 2020
Beijing, China, September 19, 2020
Revised Selected Papers
123
Editors
YongtianWang XuemingLi
Beijing Institute of Technology Beijing University of Posts
Beijing,China andTelecommunications
Beijing,China
YuxinPeng
PekingUniversity
Beijing,China
ISSN 1865-0929 ISSN 1865-0937 (electronic)
Communications in Computer andInformation Science
ISBN 978-981-33-6032-7 ISBN978-981-33-6033-4 (eBook)
https://doi.org/10.1007/978-981-33-6033-4
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Preface
Wewerehonoredtoorganizethe15thConferenceonImageandGraphicsTechnology
and Applications (IGTA 2020). The conference was hosted by the Beijing Society of
Image and Graphics, China, which was originally planned to be held at the Beijing
University of Posts and Telecommunications, China. Due to the influence of
COVID-19, the conference was held in virtual format on September 19, 2020. In this
special year, we were excited to see the successful continuation of this event.
IGTA is a professional meeting and an important forum for image processing,
computergraphics,andrelatedtopics,includingbutnotlimitedto,imageanalysisand
understanding,computervisionandpatternrecognition,datamining,virtualrealityand
augmented reality, and image technology applications.
The IGTA 2020conference collected 115 technical reports from different countries
andregions.Despitetheinfluenceofthepandemic,thepaperselectionremainedhighly
competitive this year. Each manuscript was reviewed by at least two reviewers, and
some of them were reviewed by three reviewers. After careful evaluation, 24 manu-
scripts were selected for oral and poster presentations.
The keynote, oral, and poster presentations of IGTA 2020 reflected the latest pro-
gress in the field of image and graphics, and they were collected in this volume of
proceedings, which we believe will provide valuable references for scientists and
engineers in related fields.
On behalf of the conference general chairs, I would like to express our gratitude to
our committee and staff members for all the hard work preparing for this conference
underunprecedenteddifficulties.Thanksgotoallauthorsfortheircontributions,andto
allreviewerswhodedicatedtheirprecioustime.Finally,Iwouldalsoliketothankour
host, professors, and students from Beijing University of Post and Telecommunica-
tions, China, who gave great support for the event.
A poem from the Song Dynasty reads: Where the hills and streams end and there
seems no road beyond, amidst shading willows and blooming flowers another village
appears. We firmly believe that mankind will overcome the pandemic, and we look
forward to seeing you face to face at IGTA 2021 next year.
September 2020 Yongtian Wang
Organization
General Conference Chairs
Yongtian Wang Beijing Institute of Technology, China
Xueming Li Beijing University of Post and Telecommunications,
China
Executive and Coordination Committee
Huang Qingming University of Chinese Academy of Sciences, China
Wang Shengjin Tsinghua University, China
Zhao Yao Beijing Jiaotong University, China
Chen Chaowu The First Research Institute of the Ministry of Public
Security of P.R.C, China
Liu Chenglin InstituteofAutomation,ChineseAcademyofSciences,
China
Zhou Mingquan Beijing Normal University, China
Jiang Zhiguo Beihang University, China
Program Committee Chairs
Peng Yuxin Peking University, China
He Ran InstituteofAutomation,ChineseAcademyofSciences,
China
Ji Xiangyang Tsinghua University, China
Ma Zhanyu Beijing University of Post and Telecommunications,
China
Organizing Chairs
Liu Yue Beijing Institute of Technology, China
Hai Huang Beijing University of Post and Telecommunications,
China
Yuan Xiaoru Peking University, China
Research Committee Chairs
Liang Xiaohui Beihang University, China
Dong Jing InstituteofAutomation,ChineseAcademyofSciences,
China
Yang Jian Beijing Institute of Technology, China
viii Organization
Publicity and Exhibition Committee Chairs
Yang Lei Communication University of China, China
Zhang Fengjun SoftwareInstituteoftheChineseAcademyofSciences,
China
Zhao Song Shenlan College
Program Committee Members
Eduard Gröller Vienna University of Technology, Austria
Henry Been-Lirn Duh La Trobe University, Australia
Takafumi Taketomi NAIST, Japan
HuangYiping National Taiwan University, China
Youngho Lee Mokpo National University, South Korea
Nobuchika Sakata Osaka University, Japan
Seokhee Jeon Kyung Hee University, South Korea
Wang Yongtian Beijing Institute of Technology, China
Shi Zhenwei Beihang University, China
Xie Fengying Beihang University, China
Zhang Haopeng Beihang University, China
Wang Shengjin Tsinghua University, China
Zhao Yao Beijing Jiaotong University, China
Huang Qingming University of Chinese Academy of Sciences, China
Chen Chaowu The First Research Institute of the Ministry of Public
Security of P.R.C, China
Zhou Ming-quan Beijing Normal University, China
Jiang Zhiguo Beihang University, China
Yuan Xiaoru Peking University, China
He Ran InstituteofAutomation,ChineseAcademyofSciences,
China
Yang Jian Beijing Institute of Technology, China
Ji Xiangyang Tsinghua University, China
Liu Yue Beijing Institute of Technology, China
Ma Huimin Tsinghua University, China
Zhou Kun Zhejiang University, China
Tong Xin Microsoft Research Asia, China
Wang Liang InstituteofAutomation,ChineseAcademyofSciences,
China
Zhang Yanning Northwestern Polytechnical University, China
Zhao Huijie Beijing University of Aeronautics and Astronautics,
China
Zhao Danpei Beijing University of Aeronautics and Astronautics,
China
Yang Cheng Communication University of China, China
Yan Jun Journal of Image and Graphics, China
Organization ix
Xia Shihong Institute of Computing Technology, Chinese Academy
of Sciences, China
Cao Weiqun Beijing Forestry University, China
Di Kaichang InstituteofRemoteSensingandDigitalEarth,Chinese
Academy of Sciences, China
Yin Xucheng University of Science and Technology Beijing, China
Gan Fuping Ministry of Land and Resources of the People’s
Republic of China, China
Lv Xueqiang BeijingInformationScience&TechnologyUniversity,
China
Lin Hua Tsinghua University, China
Lin Xiaozhu Beijing Institute of Petrochemical Technology, China
Li Hua Institute of Computing Technology, Chinese Academy
of Sciences, China
Jiang Yan Beijing Institute of Fashion Technology, China
Dong Jing InstituteofAutomation,ChineseAcademyofSciences,
China
Sun Yankui Tsinghua University, China
Zhuo Li Beijing University of Technology, China
Li Qingyuan Chinese Academy of Surveying and Mapping, China
Yuan Jiazheng Beijing Union University, China
Wang Yiding North China University of Technology, China
Zhang Aiwu Capital Normal University, China
Cheng Mingzhi Beijing Institute Of Graphic Communication, China
Wang Yahui Beijing University of Civil Engineering
and Architecture, China
Yao Guoqiang Beijing Film Academy, China
Ma Siwei Peking University, China
Liu liang Beijing University of Posts and Telecommunications,
China
Jiang Yan Beijing Institute of Fashion Technology, China
Liao Bin North China Electric Power University, China
Contents
Image Processing and Enhancement Techniques
Single Image Super-Resolution Based on Generative
Adversarial Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Kai Su, Xueming Li, and Xuewei Li
A Striping Removal Method Based on Spectral Correlation
in MODIS Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17
Zhiming Shang, Wan Jiang, Gaojin Wen, Can Zhong, and Chen Li
Multi-modal3-DMedicalImageFusionBasedonTensorRobustPrincipal
Component Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29
Xiao Sun and Haitao Yin
Accurate Estimation of Motion Blur Kernel Based on Genetic Algorithms. . . 43
Ziwei Zhou, Pu Huang, Gaojin Wen, Zhiming Shang, Can Zhong,
Zhaorong Lin, and Jiyou Zhang
Biometric Identification Techniques
Graph Embedding Discriminant Analysis and Semi-Supervised Extension
for Face Recognition. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 57
Jiangshan Du, Liping Zheng, and Jun Shi
Fast and Accurate Face Alignment Algorithm Based on Deep
Knowledge Distillation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 74
Biao Qiao, Huabin Wang, Xiaoyu Deng, and Liang Tao
Machine Vision and 3D Reconstruction
3D Human Body Reconstruction from a Single Image. . . . . . . . . . . . . . . . . 91
WenTao Xu, ChunHong Wu, Tian Li, and Dongmei Fu
Image/Video Big Data Analysis and Understanding
Abnormal Crowd Behavior Detection Based on Movement Trajectory. . . . . . 103
Fujian Feng, Han Huang, Haofeng Zhu, Yihui Liang, and Lin Wang
Full Convolutional Color Constancy with Attention. . . . . . . . . . . . . . . . . . . 114
Tian Yuan and Xueming Li