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Lei Zhang

Hong Kong Polytechnic UniversityORCID https://orcid.org/0000-0002-2078-4215
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Top Publications

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
IEEE Transactions on Image Processing20178,558 citations
FSIM: A Feature Similarity Index for Image Quality Assessment
IEEE Transactions on Image Processing20115,079 citations
A Completed Modeling of Local Binary Pattern Operator for Texture Classification
IEEE Transactions on Image Processing20102,098 citations
Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index
IEEE Transactions on Image Processing20141,604 citations
Nonlocally Centralized Sparse Representation for Image Restoration
IEEE Transactions on Image Processing20121,530 citations
A Feature-Enriched Completely Blind Image Quality Evaluator
IEEE Transactions on Image Processing20151,200 citations
Learning a Deep Single Image Contrast Enhancer from Multi-Exposure Images
IEEE Transactions on Image Processing20181,132 citations
An edge-guided image interpolation algorithm via directional filtering and data fusion
IEEE Transactions on Image Processing20061,038 citationsFirst authorCorresponding
Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision
International Journal of Computer Vision2016819 citations
Rotation invariant texture classification using LBP variance (LBPV) with global matching
Pattern Recognition2009797 citations
Active contours driven by local image fitting energy
Pattern Recognition2009719 citationsCorresponding
Low-Dose X-ray CT Reconstruction via Dictionary Learning
IEEE Transactions on Medical Imaging2012679 citations
Two-stage image denoising by principal component analysis with local pixel grouping
Pattern Recognition2009641 citationsFirst authorCorresponding
An Online System of Multispectral Palmprint Verification
IEEE Transactions on Instrumentation and Measurement2009487 citations
Image demosaicing: a systematic survey
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE2007420 citations