Lei Zhang

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David Zhang, DapengX.Q. Deng Presidential Chair Prof., Chinese Univ of HK (SZ); Emeritus Prof., HK Polytechnic Univ.Verified email at cuhk.edu.cn
Wangmeng ZuoSchool of Computer Science and Technology, Harbin Institute of TechnologyVerified email at hit.edu.cn
Xuanqin MouInstitute of Image Processing, Xi'an Jiaotong UniversityVerified email at mail.xjtu.edu.cn
Deyu MengProfessor, 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 GuETH, ZurichVerified email at vision.ee.ethz.ch
Lin ZhangProfessor of School of Software Engineering, Tongji UniversityVerified email at tongji.edu.cn
Zhenhua GuoAlibaba GroupVerified email at sz.tsinghua.edu.cn
Weisheng DongSchool of Electronic Engineering, Xidian University, ChinaVerified email at mail.xidian.edu.cn
Ming-Hsuan YangUniversity of California at Merced; GoogleVerified email at ucmerced.edu
Kai ZhangPostdoctoral Researcher, ETH ZurichVerified email at vision.ee.ethz.ch
Kaihua ZhangNanjing University of Information Science and TechnologyVerified email at nuist.edu.cn
Hongwei YongPhD candidate in the Hong Kong Polytechnic UniversityVerified email at comp.polyu.edu.hk
Liang LinProfessor, School of Computer Science and Engineering, Sun Yat-Sen University, ChinaVerified email at ieee.org
Guangming LuHarbin Institute of Technology, ShenzhenVerified email at hit.edu.cn
Hui ZengThe Hong Kong Polytechnic UniversityVerified email at comp.polyu.edu.hk
Qinghua HuProfessor of Computer Science, Tianjin UniversityVerified email at tju.edu.cn
Xian-Sheng Hua (华先胜)(IEEE Fellow)Alibaba DAMO AcademyVerified email at alibaba-inc.com
Xin LiWest Virginia UniversityVerified email at mail.wvu.edu

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	4734	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	3913	2011
Real-time Compressive Tracking K Zhang, L Zhang, MH Yang ECCV 2012, 2012	2420*	2012
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	2274	2010
Sparse Representation or Collaborative Representation: Which Helps Face Recognition? L Zhang, M Yang, X Feng Int. Conf. on Comput. Vis, 543 – 550, 2011	2232	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	1614	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	1406	2011
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	1395	2013
Learning Deep CNN Denoiser Prior for Image Restoration K Zhang, W Zuo, S Gu, L Zhang arXiv preprint arXiv:1704.03264, 2017	1360	2017
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	1232	2018
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	1131	2014
Fisher Discrimination Dictionary Learning for Sparse Representation M Yang, L Zhang, X Feng, D Zhang ICCV 2011, 543 – 550, 2011	1097	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	1066	2006
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	1005	2017
Rotation invariant texture classification using LBP variance (LBPV) with global matching Z Guo, L Zhang, D Zhang Pattern Recognition 43 (3), 706-719, 2010	985	2010
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	966	2010
Fast Tracking via Dense Spatio-Temporal Context Learning K Zhang, L Zhang, Q Liu, D Zhang, MH Yang ECCV 2014, 2014	902*	2014
Active contours driven by local image fitting energy K Zhang, H Song, L Zhang Pattern recognition 43 (4), 1199-1206, 2010	819	2010
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	788	2019
Two-stage image denoising by principal component analysis with local pixel grouping L Zhang, W Dong, D Zhang, G Shi Pattern Recognition 43 (4), 1531-1549, 2010	775	2010

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