H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 128 Citations 77,250 784 World Ranking 31 National Ranking 2

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Gene
  • Organic chemistry

His main research concerns Artificial intelligence, Pattern recognition, Computer vision, Feature extraction and Sparse approximation. In his work, Data mining is strongly intertwined with Machine learning, which is a subfield of Artificial intelligence. Lei Zhang focuses mostly in the field of Pattern recognition, narrowing it down to topics relating to Image and, in certain cases, Noise reduction.

His research integrates issues of Norm and Dimensionality reduction in his study of Facial recognition system. Lei Zhang has included themes like Matching and Orientation in his Biometrics study. The various areas that Lei Zhang examines in his Image resolution study include Kernel and Superresolution.

His most cited work include:

  • Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (2693 citations)
  • FSIM: A Feature Similarity Index for Image Quality Assessment (2515 citations)
  • Sparse representation or collaborative representation: Which helps face recognition? (1573 citations)

What are the main themes of his work throughout his whole career to date?

His primary scientific interests are in Artificial intelligence, Pattern recognition, Computer vision, Optoelectronics and Optics. His study ties his expertise on Machine learning together with the subject of Artificial intelligence. His work carried out in the field of Pattern recognition brings together such families of science as Pixel, Facial recognition system and Feature.

Lei Zhang studies Computer vision, namely Biometrics. Fiber laser and Laser are the primary areas of interest in his Optics study.

He most often published in these fields:

  • Artificial intelligence (34.82%)
  • Pattern recognition (21.10%)
  • Computer vision (12.50%)

What were the highlights of his more recent work (between 2019-2021)?

  • Artificial intelligence (34.82%)
  • Pattern recognition (21.10%)
  • Computer vision (12.50%)

In recent papers he was focusing on the following fields of study:

His scientific interests lie mostly in Artificial intelligence, Pattern recognition, Computer vision, Deep learning and Convolutional neural network. His Artificial intelligence study frequently draws parallels with other fields, such as Machine learning. Feature learning is the focus of his Machine learning research.

Lei Zhang has researched Pattern recognition in several fields, including Pixel and Benchmark. His studies link Code with Artificial neural network.

Between 2019 and 2021, his most popular works were:

  • Addendum: A pneumonia outbreak associated with a new coronavirus of probable bat origin. (144 citations)
  • Modelling the epidemic trend of the 2019 novel coronavirus outbreak in China (132 citations)
  • CD147-spike protein is a novel route for SARS-CoV-2 infection to host cells. (87 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Gene
  • Organic chemistry

The scientist’s investigation covers issues in Artificial intelligence, Pattern recognition, Deep learning, Feature extraction and Computer vision. He frequently studies issues relating to Machine learning and Artificial intelligence. His work deals with themes such as Image resolution and Benchmark, which intersect with Machine learning.

His biological study spans a wide range of topics, including Ground truth, Normalization, Pooling and Metric. His Deep learning research includes elements of Normalization, Statistical physics, Algorithm and Identification. Lei Zhang has included themes like Mixture model, Nonlinear dimensionality reduction, Subspace topology and Robustness in his Feature extraction study.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Top Publications

FSIM: A Feature Similarity Index for Image Quality Assessment

Lin Zhang;Lei Zhang;Xuanqin Mou;D. Zhang.
IEEE Transactions on Image Processing (2011)

2859 Citations

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

Kai Zhang;Wangmeng Zuo;Yunjin Chen;Deyu Meng.
IEEE Transactions on Image Processing (2017)

2243 Citations

Fast Compressive Tracking

Kaihua Zhang;Lei Zhang;Ming-Hsuan Yang.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2014)

2180 Citations

Sparse representation or collaborative representation: Which helps face recognition?

Lei Zhang;Meng Yang;Xiangchu Feng.
international conference on computer vision (2011)

1947 Citations

A Completed Modeling of Local Binary Pattern Operator for Texture Classification

Zhenhua Guo;Lei Zhang;David Zhang.
IEEE Transactions on Image Processing (2010)

1938 Citations

Real-time compressive tracking

Kaihua Zhang;Lei Zhang;Ming-Hsuan Yang.
european conference on computer vision (2012)

1520 Citations

The Visual Object Tracking VOT2017 Challenge Results

Matej Kristan;Ales Leonardis;Jiri Matas;Michael Felsberg.
international conference on computer vision (2017)

1389 Citations

Active contours driven by local image fitting energy

Kaihua Zhang;Huihui Song;Lei Zhang.
Pattern Recognition (2010)

1289 Citations

Image Deblurring and Super-Resolution by Adaptive Sparse Domain Selection and Adaptive Regularization

Weisheng Dong;Lei Zhang;Guangming Shi;Xiaolin Wu.
IEEE Transactions on Image Processing (2011)

1211 Citations

Nonlocally Centralized Sparse Representation for Image Restoration

Weisheng Dong;Lei Zhang;Guangming Shi;Xin Li.
IEEE Transactions on Image Processing (2013)

1089 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

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Contact us

Top Scientists Citing Lei Zhang

David Zhang

David Zhang

Chinese University of Hong Kong, Shenzhen

Publications: 207

Wangmeng Zuo

Wangmeng Zuo

Harbin Institute of Technology

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Xinbo Gao

Xinbo Gao

Chongqing University of Posts and Telecommunications

Publications: 118

Weisi Lin

Weisi Lin

Nanyang Technological University

Publications: 115

Yong Xu

Yong Xu

Harbin Institute of Technology

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Dacheng Tao

Dacheng Tao

University of Sydney

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Xuelong Li

Xuelong Li

Northwestern Polytechnical University

Publications: 93

Ke Gu

Ke Gu

Beijing University of Technology

Publications: 92

Licheng Jiao

Licheng Jiao

Xidian University

Publications: 84

Ming-Hsuan Yang

Ming-Hsuan Yang

University of California, Merced

Publications: 79

Radu Timofte

Radu Timofte

ETH Zurich

Publications: 78

Guangming Shi

Guangming Shi

Xidian University

Publications: 71

Guangtao Zhai

Guangtao Zhai

Shanghai Jiao Tong University

Publications: 66

Ling Shao

Ling Shao

Inception Institute of Artificial Intelligence

Publications: 66

Yuan Yan Tang

Yuan Yan Tang

University of Macau

Publications: 65

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