Lei Zhang

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David Zhang, DapengDistinguished Presidential Chair Prof., Chinese Univ of HK (SZ); Emeritus Prof., HK Polytechnic UnivVerified email at cuhk.edu.cn
Wangmeng ZuoSchool of Computer Science and Technology, Harbin Institute of TechnologyVerified email at hit.edu.cn
Deyu MengProfessor, Xi'an Jiaotong UniversityVerified email at mail.xjtu.edu.cn
Xuanqin MouInstitute of Image Processing, Xi'an Jiaotong UniversityVerified email at mail.xjtu.edu.cn
Xiaolin WuProfessor of Electrical and Computer Engineering, McMaster UniversityVerified email at ece.mcmaster.ca
Shuhang GuUniversity of Electronic Science and Technology of ChinaVerified email at uestc.edu.cn
M YangSYSU, IEEE Senior MemberVerified email at mail.sysu.edu.cn
Ming-Hsuan YangUniversity of California at Merced; Google DeepMindVerified email at ucmerced.edu
Lin ZhangProfessor of School of Software Engineering, Tongji UniversityVerified email at tongji.edu.cn
Kai ZhangAssociate Professor, Nanjing UniversityVerified email at nju.edu.cn
Hui ZengOPPOVerified email at comp.polyu.edu.hk
Zhenhua GuoTianyijiaotong Technology Ltd., ChinaVerified email at tyjt-ai.com
Weisheng DongSchool of Artificial Intelligence, Xidian University, ChinaVerified email at mail.xidian.edu.cn
Xian-Sheng Hua (华先胜)(IEEE Fellow)Terminus GroupVerified email at tslsmart.com
Kaihua ZhangProfessor，Southeast UniversityVerified email at seu.edu.cn
Liang LinFellow of IEEE/IAPR, Professor of Computer Science, Sun Yat-sen UniversityVerified email at ieee.org
Guangming LuHarbin Institute of Technology, ShenzhenVerified email at hit.edu.cn
Shi GuoYoung Researcher @ Shanghai AI LabVerified email at pjlab.org.cn
Jianrui CaiAppleVerified email at apple.com
Qinghua HuProfessor of Computer Science, Tianjin UniversityVerified email at tju.edu.cn

Lei Zhang

Chair Professor, Dept. of Computing, The Hong Kong Polytechnic University

Verified email at comp.polyu.edu.hk - Homepage

Computer Vision Image Processing Pattern Recognition Machine Learning


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Beyond a Gaussian denoiser: Residual learning of deep CNN for image denoising K Zhang, W Zuo, Y Chen, D Meng, L Zhang IEEE Transactions on Image Processing, 2017	9034	2017
FSIM: A feature similarity index for image quality assessment L Zhang, L Zhang, X Mou, D Zhang Image Processing, IEEE Transactions on 20 (8), 2378-2386, 2011	5554	2011
FFDNet: Toward a fast and flexible solution for CNN-based image denoising K Zhang, W Zuo, L Zhang IEEE Transactions on Image Processing 27 (9), 4608-4622, 2018	2735	2018
A completed modeling of local binary pattern operator for texture classification Z Guo, L Zhang, D Zhang Image Processing, IEEE Transactions on 19 (6), 1657-1663, 2010	2674	2010
Weighted Nuclear Norm Minimization with Application to Image Denoising S Gu, L Zhang, W Zuo, X Feng IEEE Conf. on Computer Vision and Pattern Recognition 2014, 2014	2568	2014
Sparse Representation or Collaborative Representation: Which Helps Face Recognition? L Zhang, M Yang, X Feng Int. Conf. on Comput. Vis, 543 – 550, 2011	2520	2011
Fast compressive tracking K Zhang, L Zhang, MH Yang IEEE transactions on pattern analysis and machine intelligence 36 (10), 2002 …, 2014	2508	2014
Real-time Compressive Tracking K Zhang, L Zhang, MH Yang ECCV 2012, 2012	2482*	2012
Learning Deep CNN Denoiser Prior for Image Restoration K Zhang, W Zuo, S Gu, L Zhang arXiv preprint arXiv:1704.03264, 2017	2383	2017
Ntire 2017 challenge on single image super-resolution: Methods and results R Timofte, E Agustsson, L Van Gool, MH Yang, L Zhang Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017	2245	2017
Second-order attention network for single image super-resolution T Dai, J Cai, Y Zhang, ST Xia, L Zhang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	1957	2019
Nonlocally Centralized Sparse Representation for Image Restoration W Dong, L Zhang, G Shi, X Li IEEE Trans. on Image Processing 22 (4), 1620-1630, 2013	1747	2013
Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index W Xue, L Zhang, X Mou, A Bovik IEEE Transactions on Image Processing 23 (2), 684 - 695, 2014	1724	2014
Image deblurring and super-resolution by adaptive sparse domain selection and adaptive regularization W Dong, L Zhang, G Shi, X Wu Image Processing, IEEE Transactions on 20 (7), 1838-1857, 2011	1617	2011
An edge-guided image interpolation algorithm via directional filtering and data fusion L Zhang, X Wu Image Processing, IEEE Transactions on 15 (8), 2226-2238, 2006	1295	2006
Learning a single convolutional super-resolution network for multiple degradations K Zhang, W Zuo, L Zhang Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018	1241	2018
A Feature-Enriched Completely Blind Image Quality Evaluator L Zhang, L Zhang, AC Bovik IEEE Trans. on Image Processing 24 (8), 2579 – 2591, 2015	1238	2015
Toward convolutional blind denoising of real photographs S Guo, Z Yan, K Zhang, W Zuo, L Zhang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	1217	2019
Fisher Discrimination Dictionary Learning for Sparse Representation M Yang, L Zhang, X Feng, D Zhang ICCV 2011, 543 – 550, 2011	1205	2011
Rotation invariant texture classification using LBP variance (LBPV) with global matching Z Guo, L Zhang, D Zhang Pattern Recognition 43 (3), 706-719, 2010	1068	2010

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