Concepedia

Image Reconstruction

Image Reconstruction is a mathematical and algorithmic process in biomedical imaging by which raw measurement data acquired by an imaging system (such as projection, k-space, or count data) are transformed, using models of the imaging physics and acquisition geometry, into a spatially or temporally resolved image representation of the underlying object or activity distribution.

28.5K

Publications

1.9M

Citations

54.2K

Authors

6.9K

Institutions

Publications per year

2017–2026

9.1K

Parents

Children

Publications

28.5K

Compressed sensing

David L. Donoho · IEEE Transactions on Information Theory · 2006 · 23.1K citations

, , +17

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Christian Ledig, Lucas Theis, Ferenc Huszár et al. · 2017 · 12.3K citations

, , +14

An Introduction To Compressive Sampling

Emmanuel J. Candès, Michael B. Wakin · IEEE Signal Processing Magazine · 2008 · 10K citations

, , +17

Image Super-Resolution Using Deep Convolutional Networks

Chao Dong, Chen Change Loy, Kaiming He et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 9.9K citations

, , +16

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

1–5 of 28.5K

Authors

54.2K

  1. JA
    Jeffrey A. Fessler

    University of Michigan, United States

    184 publications · 14.4K citations

    57

    h-index

  2. GW
    Ge Wang

    Rensselaer Polytechnic Institute, United States

    154 publications · 18.6K citations

    53

    h-index

  3. SA
    Simon Arridge

    University College London, United Kingdom

    141 publications · 13K citations

    52

    h-index

  4. XY
    Xin Yuan

    Westlake University, China

    82 publications · 7.1K citations

    45

    h-index

  5. KD
    Keith D. Paulsen

    Dartmouth College, United States

    73 publications · 6.7K citations

    45

    h-index

1–5 of 54.2K

Institutions

6.9K

  1. Stanford University

    Stanford, United States

    104 h-index

    1.1K publications

    167.3K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    91 h-index

    1.6K publications

    95.4K citations

  3. Harvard University

    Cambridge, United States

    87 h-index

    1.2K publications

    191.8K citations

  4. University College London

    London, United Kingdom

    78 h-index

    1.1K publications

    77.1K citations

  5. University of California, Los Angeles

    Los Angeles, United States

    77 h-index

    675 publications

    64K citations

  6. Chinese Academy of Sciences

    Beijing, China

    76 h-index

    1.9K publications

    87.5K citations

  7. University of Illinois Urbana-Champaign

    Urbana, United States

    76 h-index

    692 publications

    91.1K citations

  8. University of Michigan

    Ann Arbor, United States

    74 h-index

    831 publications

    63.5K citations

1–8 of 6.9K

Venues

  1. IEEE Transactions on Medical Imaging

    1.1K publications · 118.5K citations

    166

    h-index

  2. IEEE Transactions on Image Processing

    776 publications · 122.4K citations

    153

    h-index

  3. Magnetic Resonance in Medicine

    MRM · 913 publications · 97.9K citations

    132

    h-index

  4. Physics in Medicine and Biology

    911 publications · 53.1K citations

    110

    h-index

  5. Medical Physics

    763 publications · 45.1K citations

    98

    h-index

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