Concepedia

Blind Deconvolution

Blind Deconvolution is an inverse signal processing technique that recovers an original signal or image from its convoluted observation without prior knowledge of either the input signal or the convolutional kernel, distinguishing itself from conventional deconvolution methods by simultaneously estimating both the latent source and the blurring operator.

1K

Publications

79.8K

Citations

2.1K

Authors

867

Institutions

Publications per year

2017–2026

247

Variants

Blind Signal Deconvolution

Parents

Publications

1K

An Information-Maximization Approach to Blind Separation and Blind Deconvolution

Anthony J. Bell, Terrence J. Sejnowski · Neural Computation · 1995 · 9.2K citations

, , +16

A Fast Fixed-Point Algorithm for Independent Component Analysis

Aapo Hyvärinen, Erkki Oja · Neural Computation · 1997 · 3.4K citations

, , +11

Natural Gradient Works Efficiently in Learning

Neural Computation · 1998 · 2.7K citations

, , +14

Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture

Christian Jutten, Jeanny Hérault · Signal Processing · 1991 · 2.5K citations

, , +16

Removing camera shake from a single photograph

Rob Fergus, Barun Singh, Aaron Hertzmann et al. · ACM Transactions on Graphics · 2006 · 1.8K citations

, , +16

1–5 of 1K

Authors

2.1K

  1. AC
    Andrzej Cichocki

    RIKEN Center for Brain Science, Japan

    18 publications · 1.5K citations

    14

    h-index

  2. AK
    Aggelos K. Katsaggelos

    Northwestern University, United States

    13 publications · 769 citations

    13

    h-index

  3. RM
    Rafael Molina

    Universidad de Granada, Spain

    14 publications · 776 citations

    12

    h-index

  4. TT
    Torfinn Taxt

    University of Bergen, Norway

    11 publications · 449 citations

    11

    h-index

  5. YB
    Yoram Bresler

    University of Illinois Urbana-Champaign, United States

    11 publications · 468 citations

    11

    h-index

1–5 of 2.1K

Institutions

867

  1. Centre National de la Recherche Scientifique

    Paris, France

    23 h-index

    86 publications

    2.8K citations

  2. Georgia Institute of Technology

    Atlanta, United States

    18 h-index

    50 publications

    2.8K citations

  3. Huazhong University of Science and Technology

    Wuhan, China

    15 h-index

    63 publications

    2.6K citations

  4. Universidad de Granada

    Granada, Spain

    14 h-index

    36 publications

    1.6K citations

  5. Technion – Israel Institute of Technology

    Haifa, Israel

    14 h-index

    32 publications

    1.7K citations

  6. Czech Academy of Sciences, Institute of Information Theory and Automation

    Prague, Czechia

    13 h-index

    33 publications

    2K citations

  7. Northwestern University

    Evanston, United States

    12 h-index

    24 publications

    1.3K citations

  8. RIKEN Center for Brain Science

    Wako, Japan

    12 h-index

    19 publications

    1.6K citations

1–8 of 867

Venues

  1. IEEE Transactions on Image Processing

    51 publications · 5.3K citations

    35

    h-index

  2. IEEE Transactions on Signal Processing

    44 publications · 2.3K citations

    26

    h-index

  3. Signal Processing

    35 publications · 4.6K citations

    21

    h-index

  4. Journal of the Optical Society of America A

    24 publications · 2.1K citations

    19

    h-index

  5. IEEE Transactions on Information Theory

    20 publications · 2.2K citations

    16

    h-index

1–5