Concepedia

Graph Signal Processing

Graph Signal Processing is a mathematical framework that extends classical signal processing techniques to data structured by graphs, enabling the analysis and manipulation of signals defined on the vertices of a graph according to their underlying connectivity patterns.

537

Publications

35.4K

Citations

963

Authors

422

Institutions

Publications per year

2017–2026

377

Parents

Publications

537

The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains

David I Shuman, Sunil K. Narang, Pascal Frossard et al. · IEEE Signal Processing Magazine · 2013 · 4.4K citations · Full text

, , +15

Graph Signal Processing: Overview, Challenges, and Applications

Antonio Ortega, Pascal Frossard, Jelena Kovačević et al. · Proceedings of the IEEE · 2018 · 1.8K citations · Full text

, , +12

Discrete Signal Processing on Graphs: Frequency Analysis

Aliaksei Sandryhaila, José M. F. Moura · IEEE Transactions on Signal Processing · 2014 · 868 citations

, , +14

Big Data Analysis with Signal Processing on Graphs: Representation and processing of massive data sets with irregular structure

Aliaksei Sandryhaila, José M. F. Moura · IEEE Signal Processing Magazine · 2014 · 782 citations

, , +15

Discrete Signal Processing on Graphs: Sampling Theory

Siheng Chen, Rohan Varma, Aliaksei Sandryhaila et al. · IEEE Transactions on Signal Processing · 2015 · 668 citations · Full text

, , +16

1–5 of 537

Authors

963

  1. AO
    Antonio Ortega

    University of Southern California, United States

    41 publications · 9.3K citations

    27

    h-index

  2. AR
    Alejandro Ribeiro

    University of Pennsylvania, United States

    30 publications · 2.7K citations

    19

    h-index

  3. GL
    Geert Leus

    Delft University of Technology, Netherlands

    33 publications · 2K citations

    19

    h-index

  4. AG
    Antonio G. Marqués

    Universidad Rey Juan Carlos, Spain

    29 publications · 2.1K citations

    19

    h-index

  5. JM
    José M. F. Moura

    Carnegie Mellon University, United States

    22 publications · 4.9K citations

    18

    h-index

1–5 of 963

Institutions

422

  1. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    29 h-index

    96 publications

    25.6K citations

  2. University of Southern California

    Los Angeles, United States

    25 h-index

    84 publications

    17K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    24 h-index

    72 publications

    12.4K citations

  4. Delft University of Technology

    Delft, The Netherlands

    20 h-index

    63 publications

    3.6K citations

  5. University of Pennsylvania

    Philadelphia, United States

    19 h-index

    55 publications

    4.6K citations

  6. Universidad Rey Juan Carlos

    Madrid, Spain

    18 h-index

    29 publications

    1.7K citations

  7. Massachusetts Institute of Technology

    Cambridge, United States

    18 h-index

    34 publications

    1.5K citations

  8. Sapienza University of Rome

    Rome, Italy

    15 h-index

    33 publications

    2.5K citations

1–8 of 422

Venues

  1. IEEE Transactions on Signal Processing

    83 publications · 10K citations

    49

    h-index

  2. IEEE Signal Processing Magazine

    21 publications · 7.1K citations

    19

    h-index

  3. arXiv (Cornell University)

    Repository · 37 publications · 1.5K citations

    18

    h-index

  4. 18

    h-index

  5. IEEE Signal Processing Letters

    22 publications · 757 citations

    15

    h-index

1–5