Deconvolution

Deconvolution is a mathematical signal processing technique used to reverse the effects of convolution in imaging, acoustic, geophysical, and seismic systems by recovering the original input signal or image through inversion of a known or estimated system response function.

6.1K

Publications

382.8K

Citations

18K

Authors

3.9K

Institutions

Publications per year

2017–2026

1.5K

Parents

Acoustic Inverse ProblemsConfocal MicroscopyDigital Image ProcessingGeophysical Data ProcessingImage PreprocessingImage ReconstructionImagingSeismic Exploration

Publications

6.1K

An Information-Maximization Approach to Blind Separation and Blind Deconvolution

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

Computing, Computer Science, Information Theory +16

Learning Deconvolution Network for Semantic Segmentation

Hyeonwoo Noh, Seunghoon Hong, Bohyung Han · 2015 · 4K citations

Computing, Computer Science, Computer Vision +15

An iterative technique for the rectification of observed distributions

L. B. Lucy · The Astronomical Journal · 1974 · 3.8K citations

Natural Sciences, Astronomy, Physics +10

MS-DIAL: data-independent MS/MS deconvolution for comprehensive metabolome analysis

Hiroshi Tsugawa, Tomáš Čajka, Tobias Kind et al. · Nature Methods · 2015 · 3.4K citations · Full text

Life Sciences, Biochemistry, Mass Spectrometric Analysis +13

Striving for Simplicity: The All Convolutional Net

Jost Tobias Springenberg, Alexey Dosovitskiy, Thomas Brox et al. · arXiv (Cornell University) · 2014 · 2.6K citations · Full text

Computing, Computer Science, Computer Vision +14

1–5 of 6.1K

Authors

18K

JD
Johannes D. Veldhuis
University of Virginia, United States
61 publications · 4K citations
34
h-index
ML
Michael L. Johnson
University of Virginia, United States
23 publications · 2.1K citations
19
h-index
MB
M. Bertero
University of Genoa, Italy
21 publications · 1K citations
17
h-index
KW
Kees Wapenaar
Delft University of Technology, Netherlands
25 publications · 1.2K citations
17
h-index
JS
Jean‐Luc Starck
Commissariat à l'Énergie Atomique et aux Énergies Alternatives, France
15 publications · 1.3K citations
15
h-index

1–5 of 18K

Institutions

3.9K

1–8 of 3.9K

Venues

Geophysics
219 publications · 15.4K citations
68
h-index
IEEE Transactions on Image Processing
90 publications · 7.7K citations
45
h-index
IEEE Transactions on Signal Processing
79 publications · 4.2K citations
35
h-index
The Astrophysical Journal
ApJ · 54 publications · 3.3K citations
35
h-index
The Journal of Clinical Endocrinology & Metabolism
JCEM · 56 publications · 4K citations
33
h-index

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