Data Restoration

Data Restoration is the process of retrieving and reconstructing corrupted, lost, or inaccessible data from backup storage to its original or a usable state following a disruption, distinguishing it from related continuity practices by its specific focus on data recovery integrity and completeness.

542

Publications

44.4K

Citations

1.4K

Authors

596

Institutions

Publications per year

2017–2026

121

Parents

Continuity Planning

Children

Corrupted File RepairDeduplication-based RecoveryFailover RecoveryMedia RestorationOperational Continuity RecoverySnapshot RecoveryStorage Array RecoverySystem RestoreTape RestorationTransaction Log Recovery

Publications

542

Stable signal recovery from incomplete and inaccurate measurements

Emmanuel J. Candès, Justin Romberg, Terence Tao · Communications on Pure and Applied Mathematics · 2006 · 7.2K citations

Computing, Electrical Engineering, Mathematics +16

CoSaMP: Iterative signal recovery from incomplete and inaccurate samples

Deanna Needell, Joel A. Tropp · Applied and Computational Harmonic Analysis · 2008 · 4.4K citations

Engineering, Biomedical Engineering, Biomedical Signal Processing +9

Reversible data embedding using a difference expansion

Jun Tian · IEEE Transactions on Circuits and Systems for Video Technology · 2003 · 3K citations

Arts, Data Science, Digital Imaging +4

An Iterative Regularization Method for Total Variation-Based Image Restoration

Stanley Osher, Martin Burger, Donald Goldfarb et al. · Multiscale Modeling and Simulation · 2005 · 1.8K citations

Engineering, Biomedical Engineering, Biomedical Imaging +16

Noise2Noise: Learning Image Restoration without Clean Data

Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren et al. · arXiv (Cornell University) · 2018 · 988 citations · Full text

Computing, Biomedical Engineering, Computer Science +16

1–5 of 542

Authors

1.4K

AK
Aggelos K. Katsaggelos
Northwestern University, United States
9 publications · 297 citations
9
h-index
RG
Richard G. Baraniuk
Rice University, United States
8 publications · 950 citations
8
h-index
RJ
Robert J. Marks
University of Washington, United States
7 publications · 220 citations
7
h-index
CS
Christoph Studer
Cornell University, United States
5 publications · 344 citations
5
h-index
MG
Moon Gi Kang
Yonsei University, South Korea
5 publications · 158 citations
5
h-index

1–5 of 1.4K

Institutions

596

1–8 of 596

Venues

IEEE Transactions on Image Processing
20 publications · 991 citations
17
h-index
IEEE Transactions on Signal Processing
15 publications · 709 citations
13
h-index
IEEE Transactions on Acoustics Speech and Signal Processing
14 publications · 673 citations
12
h-index
arXiv (Cornell University)
Repository · 12 publications · 1.2K citations
11
h-index
Signal Processing
9 publications · 225 citations
9
h-index

1–5