Concepedia

Total Variation Denoising

Total Variation Denoising is a variational image filtering method that minimizes the total variation of the image while preserving edges, thereby effectively reducing noise by favoring piecewise-smooth solutions.

515

Publications

64.1K

Citations

1.2K

Authors

527

Institutions

Publications per year

2017–2026

196

Variants

Rof ModelRudin-osher-fatemi ModelTv Denoising

Parents

Publications

515

Nonlinear total variation based noise removal algorithms

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

, , +11

Atomic Decomposition by Basis Pursuit

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

, , +16

Atomic Decomposition by Basis Pursuit

Scott Shaobing Chen, David L. Donoho, Michael A. Saunders · SIAM Review · 2001 · 5.1K citations

, , +16

Fast Gradient-Based Algorithms for Constrained Total Variation Image Denoising and Deblurring Problems

Amir Beck, Marc Teboulle · IEEE Transactions on Image Processing · 2009 · 2K citations

, , +15

Variable Exponent, Linear Growth Functionals in Image Restoration

Yunmei Chen, Stacey Levine, Murali Rao · SIAM Journal on Applied Mathematics · 2006 · 1.6K citations

, , +16

1–5 of 515

Authors

1.2K

  1. TF
    Tony F. Chan

    University of California, Los Angeles, United States

    15 publications · 5.5K citations

    15

    h-index

  2. IS
    Ivan Selesnick

    New York University, United States

    10 publications · 916 citations

    10

    h-index

  3. DN
    Dang N. H. Thanh

    University of Economics Ho Chi Minh City, Vietnam

    8 publications · 289 citations

    8

    h-index

  4. VB
    V. B. Surya Prasath

    Cincinnati Children's Hospital Medical Center, United States

    7 publications · 279 citations

    7

    h-index

  5. KC
    Ke Chen

    University of Liverpool, United Kingdom

    7 publications · 327 citations

    7

    h-index

1–5 of 1.2K

Institutions

527

  1. University of California, Los Angeles

    Los Angeles, United States

    18 h-index

    42 publications

    10.8K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    15 h-index

    33 publications

    2K citations

  3. Chinese Academy of Sciences

    Beijing, China

    13 h-index

    28 publications

    838 citations

  4. University of Electronic Science and Technology of China

    Chengdu, China

    11 h-index

    31 publications

    1.3K citations

  5. Xi'an Jiaotong University

    Xi'an, China

    11 h-index

    28 publications

    1K citations

  6. University of Graz

    Graz, Austria

    10 h-index

    14 publications

    1.5K citations

  7. Wuhan University

    Wuhan, China

    9 h-index

    27 publications

    3.3K citations

  8. New York University

    New York, United States

    9 h-index

    14 publications

    1.4K citations

1–8 of 527

Venues

  1. IEEE Transactions on Image Processing

    29 publications · 6K citations

    27

    h-index

  2. SIAM Journal on Imaging Sciences

    SIIMS · 21 publications · 2.4K citations

    20

    h-index

  3. 15

    h-index

  4. Journal of Mathematical Imaging and Vision

    14 publications · 937 citations

    13

    h-index

  5. IEEE Signal Processing Letters

    13 publications · 1.2K citations

    12

    h-index

1–5