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Lei Zhang | Researchclopedia

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Lei Zhang

Northern Illinois University ORCID

1,693

Works

106,735

Citations

145

h-index

694

i10-index

Research Topics

Advanced Image and Video Retrieval Techniques Advanced Image Processing Techniques Image and Signal Denoising Methods

Affiliations

Harbin University of Science and Technology2006–2019

Wannan Medical College2022–2022

Karlsruhe Institute of Technology2016–2016

National Natural Science Foundation of China1995–1995

Northern Illinois University2025–2025

Top Works

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

Kai Zhang,Wangmeng Zuo,et al.

20178,575 citations

Image Retrieval and Classification Techniques

Advanced Vision and Imaging

FSIM: A Feature Similarity Index for Image Quality Assessment

Lin Zhang,Lei Zhang,et al.

20115,082 citations

Are Transformers Effective for Time Series Forecasting?

Ailing Zeng,Muxi Chen,et al.

20232,319 citations

Weighted Nuclear Norm Minimization with Application to Image Denoising

Shuhang Gu,Lei Zhang,et al.

20142,236 citations

A Completed Modeling of Local Binary Pattern Operator for Texture Classification

Zhenhua Guo,Lei Zhang,et al.

20102,099 citations

Learning Deep CNN Denoiser Prior for Image Restoration

Kai Zhang,Wangmeng Zuo,et al.

20172,031 citations

Sparse representation or collaborative representation: Which helps face recognition?

Lei Zhang,Meng Yang,et al.

20111,973 citations

Second-Order Attention Network for Single Image Super-Resolution

Tao Dai,Jianrui Cai,et al.

20191,873 citations

Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index

Wufeng Xue,Lei Zhang,et al.

20141,606 citations