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Robot Vision Group

State Key Laboratory
of Robotics

Shenyang Institute
of Automation

Chinese Academy
of Sciences

Nanta Street 114
110016 Shenyang
P. R. China

Tel: +86 24 23974621
Fax: +86 24 23970021
Email: hanzhi@sia.cn
Office: R317

Prof. Dr. Zhi Han,
Research interests

Video representation and reconstruction,Video tracking,manifold learning.


Brief Bio.

Dr. Zhi Han received his B.S degree and M.S.degree in Applied mathematics from Xi'an Jiaotong University, China, in 2005 and 2007,respectively. In 2007 he began to pursue his doctoral degree at Xi'an Jiaotong University.From 2009 till 2011,as a visiting Phd student, he worked in computer vision at University of California, Los Angeles. In 2012, he received his Doctor degree in Applied mathematics from Xi'an Jiaotong University. Currently he is an associate professor in Shenyang Institute of Automation, Chinese Academy of Sciences.


some source codes:

ReLU Nets deep selection code(Ver 0.1 Beta)

Robust Tensor Factorization With Unknown Noise

Hyperspectral Image Super-resolution of NLRTATV


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) Qiong Luo, Zhi Han*, Xiai Chen, Yao Wang, Deyu Meng, Dong Liang, Yandong Tang, "Tensor RPCA by Bayesian CP Factorization with Complex Noise", International Conference on Computer Vision (ICCV) 2017

3) Zhi Han, Guiping Shen, Siquan Yu, Naida Ding, Jiandong Tian, Yandong Tang, "Active Trace: A Sparse Spatiotemporal Representation for Videos", IEEE Access,Volume 5, Issue 1, pp.22433-22442, 2017

4) Guiping Shen, Zhi Han*, Xiai Chen, Yandong Tang,"Robust Video Denoising with Sparse and Dense Noise Modelings", SCIENCE CHINA Information Sciences, 60(1), 2018

5) Weihong Ren, Jiandong Tian, Zhi Han, Yandong Tang,"Video Desnowing and Deraining Based on Matrix Decomposition", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017

6)Zhi Han, Jiandong Tian, Liangqiong Qu, and Yandong Tang, "A New Intrinsic-Lighting Color Space for Daytime Outdoor Images", IEEE Transactions on Image Processing, Volume 26 Issue 2, 1031- 1039, 2017

7)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

8) Jiandong Tian, Zhigang Duan, Weihong Ren, Zhi Han, Yandong Tang, "Simple and Effective Calculations about Spectral Power Distributions of Outdoor Light Sources for Computer Vision", Optics Express Vol. 24, Issue 7, pp. 7266-7286, 2016

9) 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

10) Zhi Han, et al., "Video Primal Sketch: A Unified Middle-Level Representation for Video", Journal of Mathematical Imaging and Vision,October 2015, Volume 53, Issue 2, pp 151-170

11) Zhi Han et al.,“A Simple Gaussian Measurement Bound for Exact Recovery of Block-Sparse Signals,” Discrete Dynamics in Nature and Society, vol. 2014, Article ID 104709, 8 pages,2014. doi:10.1155/2014/104709

12) Zhi Han, Zongben Xu and Song-Chun Zhu; "Video Primal Sketch: A Generic Middle-Level Representation of Video";International Conference on Computer Vision (ICCV), 2011.

13) Zhi Han, De-Yu Meng, Zong-Ben Xu and Nan-Nan Gu, "Incremental Alignment Manifold Learning"; Journal of computer science and technology (JCST), Vol. 26 (1):153-165,2011
14) 韩志, 朱旭, 徐宗本;“基于度分析的广义胞映射分析方法”;应用数学学报,34(2):240-253.

15)朱旭, 韩 志; “求解大规模TSP问题的混合算法”;工程数学学报;2007年05期, 923-926

16) Guiping Shen,Zhi Han and Yandong Tang, "Robust Video Denoising by Low-rank Decomposition and Modeling Noises with Mixture of Gaussian",2014 IEEE International Conference on Robotics and Biomimetics

17)Xiai Chen, Zhi Han, Yandong Tang;"Manifold Mapping Learning by Regression Tree Boosting", IEEE CYBER 2015

18) Liangqiong Qu, Jiandong Tian, Zhi Han, and Yandong Tang, "Pixel-wise Orthogonal Decomposition for Color Illumination Invariant and Shadow-free Image", Optics Express,Vol.23, No.3, 2015

19) Bingfeng Li, Yandong Tang, Zhi Han, "Robust Structure Preserving Nonnegative Matrix Factorization for Dimensionality Reduction", MATHEMATICAL PROBLEMS IN ENGINEERING, 2016, Article ID:7474839

R & D Projects:

1) Image/video representation modeling and algorithms based on low rank of tensor
2018.01-2021.12, PI
Project Funding:
National Natural Science Foundation of China

Visual simulation system of object, background and algorithms
2017.01-2018.12, PI
Project Funding: Industrial Society

3)The research on middle-level vision representation and high-level action recognition for video

2014.01-2016.12, PI
Project Funding: National Natural Science Foundation of China

4)Vision based scene understanding for robot navigation
2012-2013, Funding: State key Laboratory of Robotics