|
Lei
Zhang Chair
Professor of Computer Vision and Image Analysis Fellow of IEEE Office: PQ816 I'm now also
with Artificial Intelligence Center (Shenzhen), Alibaba Cloud. |
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Education
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3/1998~10/2001 |
PhD |
Dept. of Automatic Control,
Northwestern Polytechnical University,
Xi'an, China. |
|
9/1995~3/1998 |
M.Sc |
Dept. of Automatic Control,
Northwestern Polytechnical University,
Xi'an, China. |
|
9/1991~7/1995 |
B.Sc |
Dept. of Aeronautical
Engineering, Shenyang
Inst. of Aeronautical Engineering, Shenyang, China. |
Work
Experience
|
7/2017~present |
Chair Professor, Dept. of
Computing, Hong Kong Polytechnic University, Hong Kong. |
|
7/2015~6/2017 |
Professor, Dept. of
Computing, Hong Kong Polytechnic University, Hong Kong. |
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9/2010~6/2015 |
Associate Professor, Dept.
of Computing, Hong Kong Polytechnic University, Hong Kong. |
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1/2006~8/2010 |
Assistant Professor, Dept.
of Computing, Hong Kong Polytechnic University, Hong Kong. |
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1/2003~1/2006 |
Postdoctoral Fellow, Dept. of Electrical and Computer
Engineering, McMaster University,
Canada. |
|
1/2001~1/2003 |
Research
Assistant/Associate, Dept. of Computing, Hong Kong Polytechnic University,
Hong Kong. |
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![MC900297235[1]](index_files/image012.gif)
News
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1. I've been selected as a "Clarivate Analytics Highly Cited
Researcher", 2015, 2016, 2017,
2018 (https://clarivate.com/hcr). |
|
2.
I'm
looking for Research Interns and Postdoctoral Fellows working
at Artificial Intelligence Center (Shenzhen), Alibaba Cloud. Candidates with
research experience on Deep
Learning, Computer Vision, Computational Photography, Computer Graphics, AR/VR will be considered with higher priority. Please send me your CV if you
have interest. |
|
3.
I'm
looking for PhD Students, Research Assistants/Associates and Postdoctoral
Fellows in Computer
Vision, Deep Learning and Computational Photography. Please send me your CV if you have
interest. (I will not reply if I
don't receive your full CV.) Notes:
The minimum English-language requirement of PhD study at PolyU is: TOEFL 80 (with writing at least 23) or IELTS 6.5 (with writing at least 6). |
Newly accepted
|
1. J.
Xu, L. Zhang, D. Zhang, "A Trilateral Weighted Sparse Coding Scheme for
Real-World Image Denoising," in ECCV 2018. (paper, supp) (code) |
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2. S. Cai, W.
Zuo, L. Davis, L. Zhang, "Weakly-supervised Video Summarization using
Variational Encoder-Decoder and Web Prior," in ECCV 2018. (paper) (code) |
|
3. K. Zhang, W.
Zuo, L. Zhang, "FFDNet: Toward a Fast and Flexible Solution for CNN
based Image Denoising," IEEE
Trans. on Image Processing, vol. 27, issue 9, pp. 4608-4622, Sept.
2018. (paper) (code) (Fast, flexible yet effective
denoising!) |
|
4. W. Zuo, X. Wu, L. Lin, L. Zhang, M-H. Yang, "Learning
Support Correlation Filters for Visual Tracking," to appear, IEEE Trans. on Pattern Analysis and
Machine Intelligence. (paper) (code) |
|
5. H. Yong, D. Meng, W. Zuo, L. Zhang, "Robust Online
Matrix Factorization for Dynamic Background Subtraction," to appear, IEEE Trans. on Pattern Analysis and
Machine Intelligence, vol. 40, issue 7,
pp. 1726-1740, July 2018. (paper) (code) |
|
My Google Scholar Citation
Profile |
|
Recent Research Focus Theory and algorithms of deep learning, sparse
representation, low-rank minimization, and their applications to image
restoration, enhancement, quality/aesthetics assessment, classification, and
object detection and tracking. |
PhD Students Supervised
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Biometrics, Computer Vision and
Image Processing |
Graduated in 2011; now
with Tongji University, Shanghai, China |
|
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Image Segmentation and Graph-based
Optimization |
Graduated in 2011; now
with Southwest Jiaotong University, Chengdu, China |
|
|
XIE Jin |
Texture Classification, Dictionary
Learning and Sparse Representation |
Graduated in 2012; now
with Nanjing University of Science and Technology, Nanjing, China |
|
Face Recognition, Sparse
Representation and Computer Vision |
Graduated in 2012; now
with Sun Yat-sen University, Guangzhou, China |
|
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Visual Tracking, Image Segmentation
and Level Set Methods |
Graduated in 2013; now
with Nanjing Univ. of Information Engineering, Nanjing,
China |
|
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Metric Learning, Computer Vision
and Pattern Classification |
Graduate in 2014; now
with Tianjin University, Tianjin, China |
|
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Image Restoration, Computer Vision,
Low Rank and Matrix Factorization |
Graduate in 2017; now
postdoc at ETH |
|
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Sparse and Low Rank Methods,
Computer Vision, Machine Learning |
Graduate in 2018; now
postdoc at Simon Fraser Univ. |
|
|
Machine Learning, Computer Vision |
Graduate in 2018; now
work at Alibaba |
|
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HDR Imaging, Multiple Exposure
Fusion |
Expected to graduate in
2019 |
|
|
CAI Jianrui |
Image and Video Enhancement, Deep
Learning, Camera Pipeline |
Expected to graduate in
2019 |
|
YANG Lingxiao |
Visual Tracking, Deep Learning |
Expected to graduate in
2019 |
|
XIAO Jin |
Color Constancy, Image and Video
Restoration |
Expected to graduate in
2019 |
|
LI Lida |
Face Analysis, Deep
Learning |
Expected
to graduate in 2019 |
|
ZENG Hui |
Deep Learning, Image
Quality/Aesthetics Assessment |
Expected
to graduate in 2019 |
|
XIANG Wangmeng |
Deep Learning, Person ReID |
Expected
to graduate in 2020 |
|
LIANG Zhetong |
Computational Imaging,
Camera Pipeline |
Expected
to graduate in 2020 |
|
ZHANG Xindong |
Computer Vision,
Intelligent Transportation |
Expected
to graduate in 2020 |
|
LI Shuai |
Deep Learning, Object
Detection |
Expected
to graduate in 2021 |
|
YONG Hongwei |
Deep Learning, Image
Modeling |
Expected
to graduate in 2021 |
|
ZHENG Hongyi |
Deep Learning, Computer
Vision |
Expected
to graduate in 2022 |