Concepedia

Denoising

Denoising is a signal enhancement method that distinguishes itself by selectively attenuating irrelevant or structured noise components from acquired data while preserving biologically or physically meaningful signals in the context of Acoustic Signal Processing, Digital Image Processing, Single-Cell Clustering, and Single-Cell Transcriptomics.

7.3K

Publications

484.2K

Citations

18.7K

Authors

3.5K

Institutions

Publications per year

2017–2026

4.1K

Parents

Publications

7.3K

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

Atomic Decomposition by Basis Pursuit

Scott Shaobing Chen, David L. Donoho, Michael A. Saunders · SIAM Journal on Scientific Computing · 1998 · 7K 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 7.3K

Authors

18.7K

  1. LZ
    Lei Zhang

    Hong Kong Polytechnic University, Hong Kong SAR China

    35 publications · 19K citations

    29

    h-index

  2. WZ
    Wangmeng Zuo

    Harbin Institute of Technology, China

    33 publications · 19.4K citations

    27

    h-index

  3. ME
    Michael Elad

    Technion – Israel Institute of Technology, Israel

    43 publications · 13.3K citations

    26

    h-index

  4. YC
    Yangkang Chen

    China University of Petroleum, Beijing, China

    30 publications · 2.6K citations

    24

    h-index

  5. AF
    Alessandro Foi

    30 publications · 14.6K citations

    22

    h-index

1–5 of 18.7K

Institutions

3.5K

  1. Centre National de la Recherche Scientifique

    Paris, France

    54 h-index

    411 publications

    37K citations

  2. Chinese Academy of Sciences

    Beijing, China

    47 h-index

    433 publications

    18.8K citations

  3. Harbin Institute of Technology

    Harbin, China

    42 h-index

    311 publications

    54.8K citations

  4. Xidian University

    Xi'an, China

    38 h-index

    251 publications

    18.2K citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    36 h-index

    217 publications

    13.9K citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    36 h-index

    120 publications

    17.5K citations

  7. Tsinghua University

    Beijing, China

    36 h-index

    209 publications

    16.2K citations

  8. Stanford University

    Stanford, United States

    36 h-index

    150 publications

    46.6K citations

1–8 of 3.5K

Venues

  1. IEEE Transactions on Image Processing

    276 publications · 71.4K citations

    102

    h-index

  2. IEEE Transactions on Geoscience and Remote Sensing

    145 publications · 12.8K citations

    59

    h-index

  3. IEEE Signal Processing Letters

    93 publications · 8.5K citations

    48

    h-index

  4. arXiv (Cornell University)

    Repository · 272 publications · 9.8K citations

    46

    h-index

  5. IEEE Access

    154 publications · 7.6K citations

    45

    h-index

1–5