Concepedia

Image Deblurring

Image Deblurring is an inverse problem methodology in image reconstruction that specifically aims to recover a sharp, latent image from a blurred observation by modeling and inverting the underlying degradation process, typically characterized by a point spread function.

1.8K

Publications

150.7K

Citations

4.2K

Authors

1.3K

Institutions

Publications per year

2017–2026

845

Parents

Publications

1.8K

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

Amir Beck, Marc Teboulle · SIAM Journal on Imaging Sciences · 2009 · 12K citations

, , +15

Bayesian-Based Iterative Method of Image Restoration*

William Hadley Richardson · Journal of the Optical Society of America · 1972 · 4.1K citations

, , +11

Restormer: Efficient Transformer for High-Resolution Image Restoration

Syed Waqas Zamir, Aditya Arora, Salman Khan et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 3.5K citations

, , +13

Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring

Seungjun Nah, Tae Hyun Kim, Kyoung Mu Lee · 2017 · 2.3K citations

, , +15

Learning Deep CNN Denoiser Prior for Image Restoration

Kai Zhang, Wangmeng Zuo, Shuhang Gu et al. · 2017 · 2.1K citations · Full text

, , +15

1–5 of 1.8K

Authors

4.2K

  1. MY
    Ming–Hsuan Yang

    University of California, Merced, United States

    41 publications · 9.8K citations

    34

    h-index

  2. JP
    Jinshan Pan

    Nanjing University of Science and Technology, China

    45 publications · 5.8K citations

    32

    h-index

  3. TZ
    Tieyong Zeng

    Chinese University of Hong Kong, Hong Kong SAR China

    18 publications · 1.1K citations

    18

    h-index

  4. WZ
    Wangmeng Zuo

    Harbin Institute of Technology, China

    19 publications · 4.7K citations

    18

    h-index

  5. WR
    Wenqi Ren

    Chinese Academy of Sciences, China

    19 publications · 2.5K citations

    17

    h-index

1–5 of 4.2K

Institutions

1.3K

  1. University of California, Merced

    Merced, United States

    32 h-index

    63 publications

    14.5K citations

  2. Chinese Academy of Sciences

    Beijing, China

    30 h-index

    136 publications

    7.5K citations

  3. Nanjing University of Science and Technology

    Nanjing, China

    29 h-index

    88 publications

    6.1K citations

  4. National University of Singapore

    Singapore, Singapore

    27 h-index

    72 publications

    5K citations

  5. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    26 h-index

    50 publications

    16.2K citations

  6. Harbin Institute of Technology

    Harbin, China

    26 h-index

    86 publications

    13.3K citations

  7. University of Electronic Science and Technology of China

    Chengdu, China

    25 h-index

    125 publications

    4.8K citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    25 h-index

    55 publications

    5.6K citations

1–8 of 1.3K

Venues

  1. IEEE Transactions on Image Processing

    119 publications · 14.7K citations

    55

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 35 publications · 5.5K citations

    31

    h-index

  3. arXiv (Cornell University)

    Repository · 55 publications · 2.3K citations

    24

    h-index

  4. Neurocomputing

    44 publications · 1.5K citations

    23

    h-index

  5. SIAM Journal on Imaging Sciences

    SIIMS · 26 publications · 16.8K citations

    22

    h-index

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