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Organized by Shanghai Advanced Research Institute, Chinese Academy of Sciences (China) Published by SPIE Volume 11321 The papers in this volume were part of the technical conference cited on the cover and title page. Papers were selected and subject to review by the editors and conference program committee. Some conference presentations may not be available for publication. Additional papers and presentation recordings may be available online in the SPIE Digital Library at SPIEDigitalLibrary.org. The papers reflect the work and thoughts of the authors and are published herein as submitted. The publisher is not responsible for the validity of the information or for any outcomes resulting from reliance thereon. Please use the following format to cite material from these proceedings: Author(s), “Title of Paper,” in 2019 International Conference on Image and Video Processing, and Artificial Intelligence, edited by Ruidan Su, Proceedings of SPIE Vol. 11321 (SPIE, Bellingham, WA, 2019) Seven-digit Article CID Number. ISSN: 0277-786X ISSN: 1996-756X (electronic) ISBN: 9781510634091 ISBN: 9781510634107 (electronic) Published by SPIE P.O. Box 10, Bellingham, Washington 98227-0010 USA Telephone +1 360 676 3290 (Pacific Time) · Fax +1 360 647 1445 Copyright © 2019, Society of Photo-Optical Instrumentation Engineers. Copying of material in this book for internal or personal use, or for the internal or personal use of specific clients, beyond the fair use provisions granted by the U.S. Copyright Law is authorized by SPIE subject to payment of copying fees. The Transactional Reporting Service base fee for this volume is $21.00 per article (or portion thereof), which should be paid directly to the Copyright Clearance Center (CCC), 222 Rosewood Drive, Danvers, MA 01923. Payment may also be made electronically through CCC Online at copyright.com. Other copying for republication, resale, advertising or promotion, or any form of systematic or multiple reproduction of any material in this book is prohibited except with permission in writing from the publisher. The CCC fee code is 0277-786X/19/$21.00. Printed in China. Publication of record for individual papers is online in the SPIE Digital Library. Paper Numbering: Proceedings of SPIE follow an e-First publication model. A unique citation identifier (CID) number is assigned to each article at the time of publication. Utilization of CIDs allows articles to be fully citable as soon as they are published online, and connects the same identifier to all online and print versions of the publication. SPIE uses a seven-digit CID article numbering system structured as follows:
AuthorsNumbers in the index correspond to the last two digits of the seven-digit citation identifier (CID) article numbering system used in Proceedings of SPIE. The first five digits reflect the volume number. Base 36 numbering is employed for the last two digits and indicates the order of articles within the volume. Numbers start with 00, 01, 02, 03, 04, 05, 06, 07, 08, 09, 0A, 0B…0Z, followed by 10-1Z, 20-2Z, etc. Agarwal, Siddhant, 0P Agrawal, Deepank, 0P Ahmed, Naveed, 08 Basarab, Mikhail, 2D Cai, Jiaxin, 0U Cai, Siwen, 16 Cai, Xiaodong, 1V Cao, Dong, 2H Cao, Guoxu, 1G Cao, Shuhua, 0Z Cao, Zhiyuan, 1S Cha, Jaehoon, 2E Chai, Xurong, 06 Chakravarty, Debashish, 0P Chan, C. W., 2N Chang, Shihui, 2W Chang, Wei-Xuan, 30 Chao, Song, 20 Chao, Yuyan, 10 Chaowalit, Orawan, 0Y Charkhabi, Masoud, 1N Chen, Chen, 0B Chen, Chi-Chun, 30 Chen, Guannan, 0E Chen, Haibo, 1R, 22 Chen, Hong wei, 1M Chen, Jian, 24 Chen, Jingjing, 1M Chen, Lina, 0F Chen, Pingping, 2O Chen, Si, 1V Chen, Xin, 0R Chen, Yen-Chiu, 2T Chen, Yin-Tang, 30 Chen, Yong, 2B Chen, Youguang, 1Y Chen, Yuanyuan, 16 Cheng, Hongchang,0T Chiang, Pai-Song, 31 Chien, Chiang-Ju, 31 Chuang, Ken H., 2U Cui, Delong, 2V Cui, Jiangtao, 0J Dai, Jiakai, 0M Deng, Xiangyu, 02 Domracheva, Anna, 2D Dong, Jimei, 1S Dong, Lingxiao, 1O Du, Wenwen, 05 Duan, Hui-hong, 1T Fan, Gaoyang, 26 Fan, Tao, 1W Fang, Xiaoyu, 1G Flores A., Christian E., 09 Fok, Wilton W. T., 2N Fu, Qi, 15 Fu, Shilei, 0R Gan, Rui, 1F Gang, Xiong, 20 Gao, Hong, 2M Gao, Peng, 2P Gao, Yan, 28 Ge, Feihang, 10 Geng, Xiaoran, 2O Guan, Zebiao, 1D Guo, Aiying, 2G Guo, Bingjun, 1Z Guo, Chenlong, 17, 18 Guo, Kai, 2F Guo, Xiuyan, 2M Guo, Yi, 2I Han, Shuai, 2K Han, YuXuan, 18 He, Bin, 2Z He, Bing, 0J He, Lifeng, 10 He, Zhaorong, 1X Hong, Boyi, 07 Hong, Xin, 1D Hou, Zhenzhen, 1V Hsu, Huan-Po, 2T Hsue, Wen-Liang, 0C Hu, Bowen, 1D Hu, Jiwei, 14 Hu, Mengjie, 1L Hu, Zhencai, 2P Hua, Jiaxun, 1Y Hua, Jie, 03 Huang, Lijie, 1S Huang, Meifa, 2M Huang, Min, 0W Huang, Sheng-Chi, 0C Huang, Yea-Shuan, 2R Huo, Linsheng, 29 Ivanov, Igor, 2D Jha, Arvind, 0P Ji, Ming, 23 Jiang, Chaohao, 1X Jiang, Minmin, 06 Jie, Xi, 2K Jin, Chengxiong, 0O Jin, Cong, 07, 0A Jin, Hui, 1H Jin, Weiqi, 0T, 1J Jing, Xin, 11 Karavay, Mikhail, 1Q Khachatryan, Michael, 2D Khandelwal, Yash, 0P Kiaei, Dorsa S., 0G Kim, Kyeong Soo, 2E Konnova, Natalia, 2D Kowshik, Shreyas, 0P Lan, Hong, 0W Lan, Shanzhen, 1O Lee, Sanghyuk, 2E Lei, Ming-Yuan, 2T Li, Ao, 12 Li, Bo, 1V Li, Changsheng, 04 Li, Da-peng, 06 Li, Dongmei, 1O Li, Hongnan, 29 Li, Le, 23 Li, Li, 0T, 1J Li, Peng, 2Y Li, Qiuni, 2B Li, Shaobin, 1O Li, Shundong, 05 Li, Wei, 1U Li, Xiaoyang, 1L Li, XinYang, 1H Li, Yajie, 07, 0A Li, Yaran, 2K Li, Yuqing, 1D Li, Zhong, 2A Lian, Bihan, 0A Liang, Haoran, 1Z Liang, Xining, 17 Liang, Yi-Hua, 30 Liao, Xiaodong, 2S Ling, Liu, 20 Liu, Bin, 2F Liu, Chung-Hsing, 2T Liu, Chunyu, 1S Liu, Hualing, 1P Liu, Jingjing, 2G Liu, Jinlei, 2Y Liu, Jun-Yu, 0C Liu, Lei, 22 Liu, Mao, 0F Liu, Qiujie, 19 Liu, Wang, 15 Liu, Xiangpeng, 2Y Liu, Yadong, 2Q Liu, Ya-li, 2C Liu, Yi, 1D Liu, Yingnan, 0D Liu, Yixuan, 17 Liu, Yongfeng, 2F Liu, Yu, 1Y Liu, Zongcheng, 2B Lodhi, Vaibhav, 0P Long, Sheng, 2Q Lou, Ping, 14 Lu, Shuhua, 0K, 0L Lu, Yuqiu, 15 Luo, Pengfei, 1K Luo, Xiaonan, 1X, 2M, 2X Ma, Shiwei, 0O, 15 Ma, Xinyu, 28 Mikhailov, Alexei, 1Q Mohta, Vibhakar, 0P Mu, Fuqi, 06 Nie, Sheng-dong, 1T Ning, Wei-lin, 2C Ouyang, Wen, 2U Ouyang, Zhiyou, 1G Paffenroth, Randy Clinton, 0D Pan, Liang, 25 Pang, Yufei, 11 Peng, Jian, 1E Peng, Xiaofei, 13 Peng, Yanguo, 0J Pensiri, Fuangfar, 0Y Pérez C., Aníbal R., 09 Qi, Yan, 14 Qi, Yunping, 02 Qian, Yutong, 0R Qin, Jinhui, 1J Qin, Junping, 1C Qin, Wenjuan, 02 Qin, Yuchu, 2M Qiu, Su, 0T, 1J Qiu, Xin, 06 Rahurkar, Nivedita, 1N Ren, Chunxiao, 27 Ren, Mengxue, 0K, 0L Ren, Yan, 11 Romero S., Jhonny M., 09 Ruan, Guoqing, 0X Rumipamba L., José A., 09 Shen, Jianghong, 2S Shen, Yongliang, 1A Shrivastava, Shrey, 0P Singhal, Apoorve, 0P Slot, Charles Djimy, 2R Sodsong, Nattawat, 2U Song, Gangbing, 29 Song, Huapeng, 1G Song, Lei, 1Z Song, Qian, 0R Song, Sutao, 1S Su, Jianyong, 2O Sun, Jinyu, 0O, 15 Sun, Kai, 25 Sun, Linjia, 2J Sun, Shiwen, 1C Sun, Ying, 1W Sun, Zhihao, 06 Tai, Yu, 0C Tan, Dingying, 2O Tan, Yumeng, 0F Tang, Jing, 1R, 22 Tao, Jia, 1R Tao, Zhuang, 2S Tavakoli, Saeed, 0G Tsai, Nancy, 2T Visutsak, Porawat, 0Y Wang, Daoshun, 05 Wang, Donghui, 1I Wang, Fei, 2P Wang, Guohua, 03 Wang, Hongfei, 1Z Wang, Hongliang, 07, 0A Wang, Junfeng, 0E Wang, Mingyu, 0Q Wang, Mingyu, 2G Wang, Na, 0H, 0I, 0N Wang, Nansu, 07, 0A Wang, Ning, 2L Wang, Peng, 16 Wang, Pengcheng, 1O Wang, San-Fu, 30 Wang, Wen-ming, 20 Wang, Xiaoyuan, 1B Wang, Xu, 1T Wang, Yan, 2K Wang, Yu, 04 Wang, Yu, 2Z Wang, Zengfu, 1K Wei, Chao, 0E Wei, Shuhua, 1S Wei, Wenguo, 2W Wu, Haimei, 2H Wu, Wei, 0X Wu, Xuefeng, 0Q, 0S Wu, Yuxiao, 27 Wu, Zhiqiang, 2Z Xi, Li, 20 Xia, Lubin, 0T Xiao, Yuyao, 2G Xie, Guiyuan, 2W Xie, Lingyun, 28 Xie, Qingbo, 2X Xie, Yong-bo, 20 Xiong, Jiulong, 2A Xiong, Ying, 1L Xu, Chi, 1D Xu, Dantong, 1I Xu, Junyi, 23 Xu, Xiaojie, 0Z Xu, Youquan, 03 Xue, Hongcheng,1C Yan, Dan, 0V Yan, Junwei, 14 Yan, Ming, 21 Yang, Chao, 2I Yang, Chengfu, 19 Yang, Cheng-Wei, 30 Yang, Hongbo, 2F Yang, Junjie, 2I Yang, Wanmeng, 1P Yang, Xingchun, 0V Yang, Zhongming, 1U Yang, Zuyuan, 2I Ye, Hui, 2H Ye, Long, 12 Ye, Xiangbin, 2A Yi, Zhang, 1A Yin, Fei, 0Z Yin, Pei, 0B Yu, Aiping, 1I Yu, Chang Wu, 1M, 2R Yu, Kun-Ming, 2T, 2U Yu, Yang, 2Q Yuan, Weilin, 25 Yue, Zhen, 0V Zeng, Gang, 1F Zeng, Wenquan, 1U Zeng, Yujun, 0M Zhai, Yang, 0B Zhang, Chengfang, 0V Zhang, Haolan, 2E Zhang, HuiYing, 18 Zhang, Jiacai, 1S Zhang, Jie, 2G Zhang, Nannan, 2Q Zhang, Qiang, 16 Zhang, Qiuyu, 1A Zhang, Ran, 02 Zhang, Shaopeng, 1F Zhang, Shuyue, 2L Zhang, Wei, 2Y Zhang, Wenqian, 2B Zhang, Yingbo, 1E Zhang, Yuxing, 2Z Zhao, Leixian, 1X Zhao, Menglin, 21 Zhao, Shasha, 2F Zhao, Shuaijie, 2X Zhao, Wang, 11 Zhao, Xianghui, 05 Zhao, Ying, 1I Zhao, Yunqing, 2N Zheng, Jihu, 0B Zheng, Lizi, 2V Zheng, Taisheng, 1Z Zhong, Ming, 1F Zhong, Yanru, 1X, 2M, 2X Zhou, Bolin, 0B Zhou, Jing, 29 Zhou, Saijun, 1P Zhou, Shaojun, 1E Zhou, Xianliang, 0S Zhou, Zongtan, 2Q Zhu, Cui, 26 Zhu, Hongfeng, 0U Zhu, Lihua, 2Z Zhu, Lin, 2K Zhu, Wenjun, 26 Zhuo, Yirong, 2H Zou, Min, 2O Zuo, Renwei, 2B Conference CommitteeConference Chair
Program Chairs
Program Committee
IntroductionThe 2019 2nd International Conference on Image, Video Processing and Artificial Intelligence (IVPAI 2019) provided a forum for the most up-to-date and authoritative knowledge from both the industrial and academic worlds, sharing the newest research fruits and experiences in this exciting field. The second IVPAI was held in Shanghai, China during 23–25 August 2019. It was organized by Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China. IVPAI 2019 is to bring together innovative academics and industrial experts in the field of image, video processing and artificial intelligence to a common forum. The scientific program for the event was filled with presentations delivered by researchers and scholars from the international community, including keynote speeches and highly selective lectures. IVPAI received a total of 150 submitted papers this year. This volume contains 108 selected papers, which were presented at the conference. Every paper in this collection underwent rigorous peer-review performed by the conference technical committee and international reviewers before being selected for publication. We hope that the contents of this volume prove useful for researchers and practitioners working in the fields of image processing and artificial intelligence in their efforts to develop and apply new technologies and processes. The organizing committee express sincere gratitude to all the authors who presented their works at IVPAI 2019 and contributed in this way to the success of this event. Special thanks are due to the authors from aboard for attending the conference and to the reviewers for their great support in improving the quality of the papers in this volume. The organizing committee also address warmest thanks to all the members of the international committee for their support and the many others for their contribution in organizing IVPAI 2019. Ruidan Su |
