Concepedia

Graph-based Pattern Recognition

Graph-Based Pattern Recognition is a pattern recognition approach that uses graph structures as the fundamental representation for modeling objects and their relational attributes, distinguishing itself by leveraging topological and structural relationships among entities to facilitate recognition tasks.

405

Publications

96K

Citations

1K

Authors

434

Institutions

Publications per year

2017–2026

107

Parents

Publications

405

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

, , +14

The Graph Neural Network Model

Franco Scarselli, M. Gori, Ah Chung Tsoi et al. · IEEE Transactions on Neural Networks · 2008 · 9.3K citations · Full text

, , +13

Face recognition by elastic bunch graph matching

Laurenz Wiskott, Jean‐Marc Fellous, N. Kuiger et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1997 · 2.9K citations

, , +16

Graph-set analysis of hydrogen-bond patterns in organic crystals

Margaret C. Etter, John C. MacDonald, Joel Bernstein · Acta Crystallographica Section B Structural Science · 1990 · 2.5K citations

, , +16

Distortion invariant object recognition in the dynamic link architecture

Martin Lades, Jan C. Vorbrüggen, Joachim M. Buhmann et al. · IEEE Transactions on Computers · 1993 · 1.8K citations

, , +16

1–5 of 405

Authors

1K

  1. HB
    Horst Bunke

    University of Bern, Switzerland

    9 publications · 999 citations

    9

    h-index

  2. PF
    Pasquale Foggia

    University of Salerno, Italy

    7 publications · 1.9K citations

    7

    h-index

  3. CP
    Christophe Paul

    Centre National de la Recherche Scientifique, France

    7 publications · 592 citations

    7

    h-index

  4. AR
    Antonello Rizzi

    Sapienza University of Rome, Italy

    7 publications · 162 citations

    7

    h-index

  5. ER
    Edwin R. Hancock

    University of York, United Kingdom

    6 publications · 103 citations

    6

    h-index

1–5 of 1K

Institutions

434

  1. Centre National de la Recherche Scientifique

    Paris, France

    11 h-index

    17 publications

    780 citations

  2. Sapienza University of Rome

    Rome, Italy

    8 h-index

    18 publications

    460 citations

  3. University of Bern

    Bern, Switzerland

    8 h-index

    15 publications

    1K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    13 publications

    751 citations

  5. Nanyang Technological University

    Singapore, Singapore

    7 h-index

    14 publications

    468 citations

  6. Universidade de São Paulo

    São Paulo, Brazil

    7 h-index

    15 publications

    458 citations

  7. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    23 publications

    1.2K citations

  8. Universitat Rovira i Virgili

    Tarragona, Spain

    6 h-index

    7 publications

    209 citations

1–8 of 434

Venues

  1. Pattern Recognition

    23 publications · 1.2K citations

    18

    h-index

  2. Pattern Recognition Letters

    15 publications · 920 citations

    14

    h-index

  3. 11

    h-index

  4. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 10 publications · 3.8K citations

    10

    h-index

  5. IEEE Transactions on Systems Man and Cybernetics

    8 publications · 1.7K citations

    8

    h-index

1–5