张三义

张三义

副教授 数据科学与智能媒体学院 中国传媒大学

张三义，中国传媒大学 数据科学与智能媒体学院 副教授，中国传媒大学青年拔尖人才入选者。主要研究方向是人工智能、计算机视觉、人物图像智能感知。2021年博士毕业于天津大学电气自动化与信息工程学院信息与通信工程专业，指导导师是周杰教授和宋占杰教授，2018-2019美国中佛罗里达大学联合培养博士，指导导师为Guo-Jun Qi教授。中国科学院信息工程研究所 原信息安全国家重点实验室 博士后（特别研究助理），指导导师为操晓春教授。主持承担了国家自然科学基金青年项目、博士后科学基金面上项目、科技部重点研发项目子课题。 在IEEE TIP、T-CSVT、CVPR等国内外学术期刊和会议上发表论文9篇，其中以第一作者发表IEEE Trans. 3篇，并担任了IEEE TIP/TMM/TCSVT、CVPR、ACM MM、AAAI、ICCV等国际期刊和会议的审稿人。曾荣获全国博士后人工智能发展与应用论坛优秀论文二等奖、北京图象图形学学会BSIG2022年优秀博士论文提名奖等。

Hi! I am Sanyi Zhang. I am an Associate Professor at the School of Data Science and Media Intelligence, Communication University of China (CUC), Beijing, China. Before joining CUC, I was a Postdoctoral Scholar working with Prof. Xiaochun Cao in the State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences. I received my Ph.D. degree in the School of Electrical and Information Engineering, Tianjin University, China, supervised by Prof. Jie Zhou and Prof. Zhanjie Song. I received the B.E. and M.E. degrees in Computer Science and Technology, Taiyuan University of Technology, P.R. China. I was a visiting student at the Institute of Information Engineering, Chinese Academy of Sciences, working with Prof. Xiaochun Cao. From 2018 to 2019, I was a visiting Ph.D. student at the Department of Computer Science, University of Central Florida, working with Prof. Guo-jun Qi. My current research interests include computer vision, human parsing, and clothing attribute learning.

🔥 News

  • 2023.09:   One model robustness paper is accepted by IEEE Transactions on Image Processing (TIP) 2023.

  • 2023.07:   One camouflaged object detection paper is accepted by ACM MM 2023.

  • 2022.08:   Two papers are accepted by IEEE Transactions on Image Processing (TIP) 2022.

  • 2021.03:   Our text detection paper is accepted by CVPR 2021.

  • 2020.04:   One human parsing paper is accepted by T-CSVT 2020.

  • 2019:   One co-author’s paper is accepted by IEEE Transactions on Geoscience and Remote Sensing (T-GRS).

  • 2019:   One paper is accepted in T-CSVT 2019.

  • 2018:   One paper is accepted in Neurocomputing 2018.

    📝 Selected Publications

TIP 2023
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Exploring the Robustness of Human Parsers Towards Common Corruptions

Sanyi Zhang, Xiaochun Cao, Rui Wang, Guo-Jun Qi, Jie Zhou

Code / Paper / arxiv /

IEEE Transactions on Image Processing (TIP) 2023,

Impact factor: 10.6
ACM MM 2023
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Frequency Perception Network for Camouflaged Object Detection

Runmin Cong, Mengyao Sun, Sanyi Zhang, Xiaofei Zhou, Wei Zhang, and Yao Zhao

Code / Paper /

ACM Multimedia (ACM MM) 2023,

TIP 2022
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AIParsing: Anchor-free Instance-level Human Parsing

Sanyi Zhang, Xiaochun Cao, Guo-Jun Qi, Zhanjie Song, and Jie Zhou

Code / Paper / Poster

IEEE Transactions on Image Processing (TIP) 2022,

Impact factor: 10.6
TIP 2022
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ACE: Anchor-free Corner Evolution for Real-time Arbitrarily-oriented Object Detection

Pengwen Dai, Siyuan Yao, Zekun Li, Sanyi Zhang, and Xiaochun Cao

Code / Paper /

IEEE Transactions on Image Processing (TIP) 2022,

Impact factor: 10.6
CVPR 2021
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Progressive Contour Regression for Arbitrary-Shape Scene Text Detection

Pengwen Dai, Sanyi Zhang, Hua Zhang, Xiaochun Cao

Code / Paper /

IEEE CVPR 2021,

TCSVT 2021
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Human Parsing with Pyramidical Gather-Excite Context

Sanyi Zhang, Guo-jun Qi, Xiaochun Cao*, Zhanjie Song, and Jie Zhou

Code / Paper /

IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2021,

Impact factor: 8.4
TCSVT 2020
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Task-aware Attention Model for Clothing Attribute Prediction

Sanyi Zhang, Zhanjie Song, Xiaochun Cao*, Hua Zhang and Jie Zhou

Code / Paper /

IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2020,

Impact factor: 8.4
TGRS 2019
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Nested Network with Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images

Chongyi Li, Runmin Cong, Junhui Hou, Sanyi Zhang, Yue Qian, Sam Kwong

Code / Paper/ arxiv /

IEEE Transactions on Geoscience and Remote Sensing (T-GRS), 2019,

Impact factor: 8.2
NC 2018
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Watch Fashion Shows to Tell Clothing Attributes

Sanyi Zhang, Si Liu, Xiaochun Cao, Zhanjie Song* and Jie Zhou

Dataset / Paper /

Neurocomputing, 2018,

Impact factor: 6.0
  • More papers are being submitted, or please visit my Google Scholar or DBLP to view all papers.

🎖 Honors and Awards

  • 2023.12 第三届中国图象图形学报研究生论坛 杰出报告奖
  • 2022.05 北京图象图形学学会BSIG2022年优秀博士论文提名奖
  • 2019.12 全国博士后人工智能发展与应用论坛 二等奖
  • 2017.12 中科院信息工程研究所 所长特别奖
  • 2017.10 天津大学博士生论坛电气与信息工程EIE分论坛学术论文优秀奖

工作经历

2024.06 - 至今, 副教授，数据科学与智能媒体学院，中国传媒大学，中国北京

📖 Educations

  • 2021.07 - 2024.05, 博士后，信息安全国家重点实验室，中国科学院信息工程研究所，中国北京，指导老师：操晓春 教授
  • 2018.09 - 2019.09, CSC联培博士生，计算机科学，中佛罗里达大学（UCF），美国奥兰多，指导老师：Guo-Jun Qi 助理教授
  • 2015.09 - 2021.06, 博士，信息与通信工程，天津大学，中国天津，指导老师：周杰 教授 宋占杰 教授
  • 2011.09 - 2014.07, 硕士，计算机科学与技术，太原理工大学，中国太原，指导老师：张兴忠 教授
  • 2007.09 - 2011.07, 本科，计算机科学与技术，太原理工大学，中国太原

💬 Professional Service

  • 期刊审稿人: IEEE Transactions on Image Processing (TIP), IEEE Transactions on Multimedia (TMM), IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), IEEE Computational Intelligence Magazine (CIM)
  • 会议审稿人：ACM MM 2020-2023, NeurIPS 2022, IEEE CVPR 2023, AAAI 2023, IJCAI 2023, ICCV 2023， AAAI 2024.

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