Concepedia

Image Denoising

Image Denoising is a computational method within image preprocessing that specifically aims to remove noise from degraded images while preserving structural details, thereby enhancing image quality for subsequent analysis or reconstruction.

6.6K

Publications

488K

Citations

14.3K

Authors

3.1K

Institutions

Publications per year

2017–2026

2.6K

Parents

Publications

6.6K

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

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

, , +15

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

, , +15

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

Kai Zhang, Wangmeng Zuo, Yunjin Chen et al. · IEEE Transactions on Image Processing · 2017 · 8.8K citations · Full text

, , +14

A Non-Local Algorithm for Image Denoising

Antoni Buades, B. Coll, Jean‐Michel Morel · 2005 · 7.1K citations

, , +16

Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries

Michael Elad, Michal Aharon · IEEE Transactions on Image Processing · 2006 · 5.4K citations

, , +16

1–5 of 6.6K

Authors

14.3K

  1. LZ
    Lei Zhang

    Hong Kong Polytechnic University, Hong Kong SAR China

    34 publications · 21.6K citations

    30

    h-index

  2. ME
    Michael Elad

    Technion – Israel Institute of Technology, Israel

    42 publications · 14K citations

    28

    h-index

  3. WZ
    Wangmeng Zuo

    Harbin Institute of Technology, China

    32 publications · 19.2K citations

    27

    h-index

  4. KE
    Karen Egiazarian

    42 publications · 14K citations

    26

    h-index

  5. PM
    Peyman Milanfar

    University of California, Santa Cruz, United States

    33 publications · 6.2K citations

    26

    h-index

1–5 of 14.3K

Institutions

3.1K

  1. Centre National de la Recherche Scientifique

    Paris, France

    57 h-index

    336 publications

    37.9K citations

  2. Chinese Academy of Sciences

    Beijing, China

    41 h-index

    324 publications

    14.3K citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    41 h-index

    136 publications

    13.3K citations

  4. Harbin Institute of Technology

    Harbin, China

    41 h-index

    264 publications

    49.2K citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    39 h-index

    275 publications

    16K citations

  6. University of California, Los Angeles

    Los Angeles, United States

    37 h-index

    105 publications

    14.6K citations

  7. University of Illinois Urbana-Champaign

    Urbana, United States

    35 h-index

    113 publications

    15.1K citations

  8. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    35 h-index

    118 publications

    49.6K citations

1–8 of 3.1K

Venues

  1. IEEE Transactions on Image Processing

    409 publications · 96.1K citations

    123

    h-index

  2. IEEE Signal Processing Letters

    113 publications · 11.7K citations

    57

    h-index

  3. IEEE Transactions on Geoscience and Remote Sensing

    109 publications · 11.5K citations

    55

    h-index

  4. arXiv (Cornell University)

    Repository · 182 publications · 8.1K citations

    43

    h-index

  5. SIAM Journal on Imaging Sciences

    SIIMS · 68 publications · 22.6K citations

    42

    h-index

1–5