Concepedia

Regularized Reconstruction

Regularized Reconstruction is a reconstruction method that incorporates additional constraints or penalties into the inversion process to stabilize solutions and mitigate ill-posedness in image reconstruction problems.

961

Publications

64.2K

Citations

2.4K

Authors

910

Institutions

Publications per year

2017–2026

260

Parents

Publications

961

RELION: Implementation of a Bayesian approach to cryo-EM structure determination

Sjors H. W. Scheres · Journal of Structural Biology · 2012 · 6K citations · Full text

, , +16

The Split Bregman Method for L1-Regularized Problems

Tom Goldstein, Stanley Osher · SIAM Journal on Imaging Sciences · 2009 · 4.3K citations

, , +17

A New Alternating Minimization Algorithm for Total Variation Image Reconstruction

Yilun Wang, Junfeng Yang, Wotao Yin et al. · SIAM Journal on Imaging Sciences · 2008 · 2K citations

, , +16

Image recovery via total variation minimization and related problems

Antonin Chambolle, Pierre‐Louis Lions · Numerische Mathematik · 1997 · 1.6K citations

, , +12

Deterministic edge-preserving regularization in computed imaging

Pierre Charbonnier, Laure Blanc-Féraud, Gilles Aubert et al. · IEEE Transactions on Image Processing · 1997 · 1.3K citations

, , +14

1–5 of 961

Authors

2.4K

  1. JA
    Jeffrey A. Fessler

    University of Michigan, United States

    23 publications · 1.3K citations

    17

    h-index

  2. MU
    Michaël Unser

    École Polytechnique Fédérale de Lausanne, Switzerland

    15 publications · 587 citations

    13

    h-index

  3. AK
    Aggelos K. Katsaggelos

    Northwestern University, United States

    9 publications · 841 citations

    9

    h-index

  4. MN
    Mila Nikolova

    Centre National de la Recherche Scientifique, France

    8 publications · 751 citations

    8

    h-index

  5. TH
    Ting‐Zhu Huang

    University of Electronic Science and Technology of China, China

    7 publications · 317 citations

    7

    h-index

1–5 of 2.4K

Institutions

910

  1. Centre National de la Recherche Scientifique

    Paris, France

    26 h-index

    93 publications

    15.6K citations

  2. University of Michigan

    Ann Arbor, United States

    21 h-index

    65 publications

    4.1K citations

  3. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    16 h-index

    62 publications

    2.7K citations

  4. Chinese Academy of Sciences

    Beijing, China

    13 h-index

    41 publications

    870 citations

  5. Tsinghua University

    Beijing, China

    12 h-index

    29 publications

    968 citations

  6. Delft University of Technology

    Delft, The Netherlands

    11 h-index

    20 publications

    1.8K citations

  7. Washington University in St. Louis

    St Louis, United States

    11 h-index

    32 publications

    1.7K citations

  8. Technical University of Denmark

    Kongens Lyngby, Denmark

    11 h-index

    21 publications

    881 citations

1–8 of 910

Venues

  1. IEEE Transactions on Medical Imaging

    34 publications · 2.7K citations

    29

    h-index

  2. Inverse Problems

    50 publications · 2.3K citations

    28

    h-index

  3. IEEE Transactions on Image Processing

    37 publications · 6.4K citations

    27

    h-index

  4. Magnetic Resonance in Medicine

    MRM · 21 publications · 2.3K citations

    16

    h-index

  5. Journal of Mathematical Imaging and Vision

    14 publications · 776 citations

    14

    h-index

1–5