中文 | English
Dr.
Chen,Xiai
Associate Professor
Robot Vision Group
State Key Laboratory
of Robotics
Shenyang Institute
of Automation
Chinese Academy
of Sciences
Nanta Street 114
110016 Shenyang
P. R. China
State Key Laboratory
of Robotics
Shenyang Institute
of Automation
Chinese Academy
of Sciences
Nanta Street 114
110016 Shenyang
P. R. China
Tel: +86 24 23970511
Fax: +86 24 23970021
chenxiai@sia.cn
Office: R320
Fax: +86 24 23970021
chenxiai@sia.cn
Office: R320
Dr.
Xiai
Chen, Associate Professor
Research interests：
machine learning, image parsing and restoration
machine learning, image parsing and restoration
Brief Bio.
She received her B.S.degree in the
department of automation,Qufu Normal University in 2012.
Currently she is a PhD student in Shenyang Institute of Automation,
Chinese Academy of Sciences. In 2018, she received the doctor's degree
in Shenyang Institute of Automation,Chinese Academy of Sciences.
Currently she is an associate professor in Shenyang Institute of
Automation, Chinese Academy of Sciences.
Publications：
1)Xi'ai
Chen, Zhi Han, Yao Wang, Qian Zhao, Deyu Meng, and Yandong Tang,
"A Generalized Model for Robust Tensor Factorization with Noise
Modeling by Mixture of Gaussians", IEEE Transactions on Neural Networks
and Learning Systems, Volume: 29, Issue: 11, 2018, Pages: 5380-5393
2) Xi'ai Chen, Zhi Han*, Yao Wang, Qian Zhao, Deyu Meng, and Yandong Tang. "Robust Tensor Factorization with Unknown Noise", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2016
3) Chen Xiai, Han Zhi, Wang Yao, Yandong Tang, et al., "Nonconvex plus quadratic penalized low-rank and sparse decomposition for noisy image alignment", SCIENCE CHINA Information Sciences 2016, 59, doi: 10.1007/s11432-015-5419-2
4) Xiai Chen, Zhi Han, Guiping Shen, Yao Wang and Yandong Tang, "Robust tensor factorization with MRF under complex noise", IEEE CYBER 2017
5)Xiai Chen, Zhi Han, Yandong Tang;"Manifold Mapping Learning by Regression Tree Boosting", IEEE CYBER 2015
6) Yao Wang, Xiai Chen, Zhi Han, Shiying He.“Hyperspectral Image Super-resolution via Nonlocal Low-rank Tensor Approximation and Total Variation Regularization”, Remote Sensing, 2017, 9(12):1286:1-1286
7) Qiong Luo, Zhi Han, Xiai Chen, Deyu Meng, Dong Liang, Yandong Tang. “Tensor RPCA by Bayesian CP Factorization with Complex Noise”, IEEE international Conference on Computer Vision, 2017
8)Jiandong Tian, Zhi Han, Weihong Ren, Xiai Chen, Yandong Tang. “Snowflake removal for videos via global and local low-rank decomposition”, IEEE Transactions on Multimedia, 2018 (online published)
2) Xi'ai Chen, Zhi Han*, Yao Wang, Qian Zhao, Deyu Meng, and Yandong Tang. "Robust Tensor Factorization with Unknown Noise", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2016
3) Chen Xiai, Han Zhi, Wang Yao, Yandong Tang, et al., "Nonconvex plus quadratic penalized low-rank and sparse decomposition for noisy image alignment", SCIENCE CHINA Information Sciences 2016, 59, doi: 10.1007/s11432-015-5419-2
4) Xiai Chen, Zhi Han, Guiping Shen, Yao Wang and Yandong Tang, "Robust tensor factorization with MRF under complex noise", IEEE CYBER 2017
5)Xiai Chen, Zhi Han, Yandong Tang;"Manifold Mapping Learning by Regression Tree Boosting", IEEE CYBER 2015
6) Yao Wang, Xiai Chen, Zhi Han, Shiying He.“Hyperspectral Image Super-resolution via Nonlocal Low-rank Tensor Approximation and Total Variation Regularization”, Remote Sensing, 2017, 9(12):1286:1-1286
7) Qiong Luo, Zhi Han, Xiai Chen, Deyu Meng, Dong Liang, Yandong Tang. “Tensor RPCA by Bayesian CP Factorization with Complex Noise”, IEEE international Conference on Computer Vision, 2017
8)Jiandong Tian, Zhi Han, Weihong Ren, Xiai Chen, Yandong Tang. “Snowflake removal for videos via global and local low-rank decomposition”, IEEE Transactions on Multimedia, 2018 (online published)
R&D Projects:
1) Intelligent robot learning based on syncretic life twin
2021.01-2023.12.
Project Funding: The Ministry of Science and Technology of P.R. China
2) Imege High-order Tensor Representation and Low-rank Restoration Algorithms
2019-2020, Principal Investigator
Project Funding: State Key Laboratory of Robotics
3) Image/video representation modeling and algorithms based on low rank of tensor
2018-2021
Project Funding: National Natural Science Foundation of China
4) Visual simulation system of object, background and algorithms
2017.01-2018.12
Project Funding: Industrial Society
5) The research on middle-level vision representation and high-level action recognition for video
2021.01-2023.12.
Project Funding: The Ministry of Science and Technology of P.R. China
2) Imege High-order Tensor Representation and Low-rank Restoration Algorithms
2019-2020, Principal Investigator
Project Funding: State Key Laboratory of Robotics
3) Image/video representation modeling and algorithms based on low rank of tensor
2018-2021
Project Funding: National Natural Science Foundation of China
4) Visual simulation system of object, background and algorithms
2017.01-2018.12
Project Funding: Industrial Society
5) The research on middle-level vision representation and high-level action recognition for video
Project
Funding: National Natural Science Foundation of China
2012-2013,
Project Funding: State key Laboratory of Robotics.