Concepedia

Image Restoration

Image Restoration is a subfield of digital image processing that models and inverts degradations such as blur and noise introduced by the imaging system in order to reconstruct an estimate of the original, uncorrupted image from a degraded observation.

17.9K

Publications

1.4M

Citations

34.4K

Authors

5.1K

Institutions

Publications per year

2017–2026

7.5K

Parents

Children

Publications

17.9K

Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

Stuart Geman, Donald Geman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1984 · 18K citations

, , +16

Nonlinear total variation based noise removal algorithms

L. Rudin, Stanley Osher, Emad Fatemi · Physica D Nonlinear Phenomena · 1992 · 15.7K citations

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High-Resolution Image Synthesis with Latent Diffusion Models

Robin Rombach, Andreas Blattmann, Dominik Lorenz et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 13.7K citations

, , +15

Image Super-Resolution Using Deep Convolutional Networks

Chao Dong, Chen Change Loy, Kaiming He et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 9.9K citations

, , +16

Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering

Kostadin Dabov, Alessandro Foi, Vladimir Katkovnik et al. · IEEE Transactions on Image Processing · 2007 · 9.2K citations

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1–5 of 17.9K

Authors

34.4K

  1. MY
    Ming–Hsuan Yang

    University of California, Merced, United States

    68 publications · 18.6K citations

    50

    h-index

  2. LZ
    Lei Zhang

    Hong Kong Polytechnic University, Hong Kong SAR China

    69 publications · 30.4K citations

    48

    h-index

  3. WR
    Wenqi Ren

    Chinese Academy of Sciences, China

    61 publications · 10.7K citations

    45

    h-index

  4. JP
    Jinshan Pan

    Nanjing University of Science and Technology, China

    71 publications · 11.2K citations

    45

    h-index

  5. WZ
    Wangmeng Zuo

    Harbin Institute of Technology, China

    74 publications · 25K citations

    44

    h-index

1–5 of 34.4K

Institutions

5.1K

  1. Centre National de la Recherche Scientifique

    Paris, France

    87 h-index

    787 publications

    62.6K citations

  2. Chinese Academy of Sciences

    Beijing, China

    75 h-index

    1.2K publications

    62.1K citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    74 h-index

    389 publications

    111.5K citations

  4. Harbin Institute of Technology

    Harbin, China

    74 h-index

    651 publications

    78.2K citations

  5. Nanyang Technological University

    Singapore, Singapore

    69 h-index

    490 publications

    41.5K citations

  6. Wuhan University

    Wuhan, China

    69 h-index

    757 publications

    61.4K citations

  7. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    67 h-index

    430 publications

    81.3K citations

  8. University of Electronic Science and Technology of China

    Chengdu, China

    64 h-index

    717 publications

    47.4K citations

1–8 of 5.1K

Venues

  1. IEEE Transactions on Image Processing

    1K publications · 201.1K citations

    194

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 188 publications · 69.9K citations

    88

    h-index

  3. IEEE Transactions on Geoscience and Remote Sensing

    254 publications · 26.9K citations

    80

    h-index

  4. IEEE Signal Processing Letters

    227 publications · 18.5K citations

    73

    h-index

  5. 67

    h-index

1–5