Concepedia

Noise Removal

Noise Removal is a text preprocessing technique that identifies and eliminates irrelevant or corrupting elements—such as special characters, HTML tags, or typographical errors—from textual data to improve the quality and consistency of the input for downstream natural language processing tasks.

1.5K

Publications

91.6K

Citations

4.6K

Authors

1.5K

Institutions

Publications per year

2017–2026

630

Parents

Publications

1.5K

Nonlinear total variation based noise removal algorithms

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

, , +11

An Optimized Blockwise Non Local Means Denoising Filter for 3D Magnetic Resonance Images

2007 · 1.2K citations

, , +17

Salt-and-pepper noise removal by median-type noise detectors and detail-preserving regularization

Raymond H. Chan, Chung-Wa, Mila Nikolova · IEEE Transactions on Image Processing · 2005 · 1.1K citations

, , +16

Image decomposition via the combination of sparse representations and a variational approach

Jean‐Luc Starck, Michael Elad, David L. Donoho · IEEE Transactions on Image Processing · 2005 · 989 citations · Full text

, , +16

Noise2Noise: Learning Image Restoration without Clean Data

Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren et al. · arXiv (Cornell University) · 2018 · 988 citations · Full text

, , +16

1–5 of 1.5K

Authors

4.6K

  1. MK
    Michael K. Ng

    Hong Kong Baptist University, Hong Kong SAR China

    10 publications · 688 citations

    10

    h-index

  2. ZG
    Zhichang Guo

    Institute of Global Environment and Society, United States

    8 publications · 374 citations

    8

    h-index

  3. XZ
    Xi-Le Zhao

    University of Electronic Science and Technology of China, China

    8 publications · 785 citations

    8

    h-index

  4. XF
    Xiangchu Feng

    Xidian University, China

    8 publications · 735 citations

    8

    h-index

  5. TH
    Ting‐Zhu Huang

    University of Electronic Science and Technology of China, China

    8 publications · 766 citations

    8

    h-index

1–5 of 4.6K

Institutions

1.5K

  1. Chinese Academy of Sciences

    Beijing, China

    23 h-index

    105 publications

    4.2K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    22 h-index

    61 publications

    8.5K citations

  3. University of Electronic Science and Technology of China

    Chengdu, China

    19 h-index

    67 publications

    4.5K citations

  4. Harbin Institute of Technology

    Harbin, China

    18 h-index

    62 publications

    3.5K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    17 h-index

    46 publications

    1.6K citations

  6. Wuhan University

    Wuhan, China

    17 h-index

    57 publications

    6.3K citations

  7. Xidian University

    Xi'an, China

    16 h-index

    57 publications

    3.8K citations

  8. University of Science and Technology of China

    Hefei, China

    13 h-index

    36 publications

    1.5K citations

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Venues

  1. IEEE Transactions on Image Processing

    51 publications · 12.1K citations

    38

    h-index

  2. 28

    h-index

  3. IEEE Access

    30 publications · 1.8K citations

    26

    h-index

  4. Sensors

    20 publications · 598 citations

    16

    h-index

  5. Procedia Computer Science

    17 publications · 679 citations

    15

    h-index

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