Concepedia

Data Compression

Data Compression is a data reduction technique that belongs to the class of information encoding methods, distinguished by its use of algorithms to represent data in a smaller form while preserving essential information for storage efficiency and retrieval.

29.2K

Publications

1.7M

Citations

46.9K

Authors

5.6K

Institutions

Publications per year

2017–2026

6.4K

Parents

Children

Publications

29.2K

Image quality assessment: from error visibility to structural similarity

Zhou Wang, Alan C. Bovik, Hamid R. Sheikh et al. · IEEE Transactions on Image Processing · 2004 · 56K citations

, , +14

XGBoost

2016 · 48.6K citations · Full text

, , +15

Compressed sensing

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

, , +17

A theory for multiresolution signal decomposition: the wavelet representation

Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 21.1K citations

, , +16

An Introduction To Compressive Sampling

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

, , +17

1–5 of 29.2K

Authors

46.9K

  1. BG
    Bernd Girod

    Stanford University, United States

    132 publications · 11.6K citations

    51

    h-index

  2. TW
    Thomas Wiegand

    Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute, Germany

    122 publications · 26.6K citations

    48

    h-index

  3. TE
    Touradj Ebrahimi

    École Polytechnique Fédérale de Lausanne, Switzerland

    101 publications · 8.3K citations

    45

    h-index

  4. RG
    Richard G. Baraniuk

    Rice University, United States

    70 publications · 14.3K citations

    44

    h-index

  5. SM
    Siwei Ma

    Peking University, China

    130 publications · 6K citations

    42

    h-index

1–5 of 46.9K

Institutions

5.6K

  1. Stanford University

    Stanford, United States

    85 h-index

    760 publications

    139.3K citations

  2. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    77 h-index

    796 publications

    46.9K citations

  3. AT&T (United States)

    Bedminster, United States

    75 h-index

    468 publications

    41.1K citations

  4. University of California, Berkeley

    Berkeley, United States

    73 h-index

    505 publications

    43K citations

  5. Princeton University

    Princeton, United States

    71 h-index

    459 publications

    61K citations

  6. Microsoft (United States)

    Redmond, United States

    68 h-index

    390 publications

    51.3K citations

  7. University of Southern California

    Los Angeles, United States

    67 h-index

    665 publications

    38.1K citations

  8. Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute

    Berlin, Germany

    66 h-index

    604 publications

    86.5K citations

1–8 of 5.6K

Venues

  1. 149

    h-index

  2. IEEE Transactions on Image Processing

    829 publications · 139.5K citations

    133

    h-index

  3. IEEE Transactions on Information Theory

    530 publications · 92.8K citations

    106

    h-index

  4. IEEE Transactions on Signal Processing

    333 publications · 41.9K citations

    84

    h-index

  5. 77

    h-index

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