Lei Zhang

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Citations	94078	62246
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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
M YangSYSU, IEEE Senior MemberVerified email at mail.sysu.edu.cn
Shuhang GuUniversity of Electronic Science and Technology of ChinaVerified email at uestc.edu.cn
Lin ZhangProfessor of School of Software Engineering, Tongji UniversityVerified email at tongji.edu.cn
Ming-Hsuan YangUniversity of California at Merced; GoogleVerified email at ucmerced.edu
Kai ZhangETH ZurichVerified email at vision.ee.ethz.ch
Zhenhua GuoTianyijiaotong Technology Ltd., ChinaVerified email at sz.tsinghua.edu.cn
Weisheng DongSchool of Artificial Intelligence, Xidian University, ChinaVerified email at mail.xidian.edu.cn
Hui ZengHong Kong Polytechnic UniversityVerified email at comp.polyu.edu.hk
Kaihua ZhangNanjing University of Information Science and TechnologyVerified email at nuist.edu.cn
Hongwei YongResearch Assistant Professor in the Hong Kong Polytechnic UniversityVerified email at polyu.edu.hk
Xian-Sheng Hua (华先胜)(IEEE Fellow)Terminus GroupVerified email at tslsmart.com
Liang LinFellow of IAPR, Professor of Computer Science, Sun Yat-Sen University, ChinaVerified email at ieee.org
Guangming LuHarbin Institute of Technology, ShenzhenVerified email at hit.edu.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	7035	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	4774	2011
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	2561	2010
Fast compressive tracking K Zhang, L Zhang, MH Yang IEEE transactions on pattern analysis and machine intelligence 36 (10), 2002 …, 2014	2470	2014
Real-time Compressive Tracking K Zhang, L Zhang, MH Yang ECCV 2012, 2012	2444*	2012
Sparse Representation or Collaborative Representation: Which Helps Face Recognition? L Zhang, M Yang, X Feng Int. Conf. on Comput. Vis, 543 – 550, 2011	2427	2011
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	2164	2014
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	2011	2018
Learning Deep CNN Denoiser Prior for Image Restoration K Zhang, W Zuo, S Gu, L Zhang arXiv preprint arXiv:1704.03264, 2017	1938	2017
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	1597	2013
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	1525	2011
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	1489	2017
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	1449	2014
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	1412	2019
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	1210	2006
Fisher Discrimination Dictionary Learning for Sparse Representation M Yang, L Zhang, X Feng, D Zhang ICCV 2011, 543 – 550, 2011	1175	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	1046	2010
Fast Tracking via Dense Spatio-Temporal Context Learning K Zhang, L Zhang, Q Liu, D Zhang, MH Yang ECCV 2014, 2014	1016*	2014
Active contours with selective local or global segmentation: A new formulation and level set method K Zhang, L Zhang, H Song, W Zhou Image and Vision Computing 28 (4), 668-676, 2010	1015	2010
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	974	2018

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