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Graph-Based Representations in Pattern Recognition

12th IAPR-TC-15 International Workshop, GbRPR 2019, Tours, France, June 19–21, 2019, Proceedings

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Donatello Conte

    1. University of Tours, Tours, France

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  2. Jean-Yves Ramel

    1. University of Tours, Tours, France

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  3. Pasquale Foggia

    1. University of Salerno, Fisicano, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11510)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: GbRPR 2019.

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About this book

This book constitutes the refereed proceedings of the 12th IAPR-TC-15 International Workshop on Graph-Based Representation in Pattern Recognition, GbRPR 2019, held in Tours, France, in June 2019.


The 22 full papers included in this volume together with an invited talk were carefully reviewed and selected from 28 submissions. The papers discuss research results and applications at the intersection of pattern recognition, image analysis, and graph theory. They cover topics such as graph edit distance, graph matching, machine learning for graph problems, network and graph embedding, spectral graph problems, and parallel algorithms for graph problems. 






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Table of contents (23 papers)

  1. Front Matter

    Pages i-x
    Download chapter PDF

  2. Experimental Evaluation of Subgraph Isomorphism Solvers

    • Christine Solnon
    Pages 1-13

  3. GEDLIB: A C++ Library for Graph Edit Distance Computation

    • David B. Blumenthal, Sébastien Bougleux, Johann Gamper, Luc Brun
    Pages 14-24

  4. Learning the Graph Edit Costs: What Do We Want to Optimise?

    • Elena Rica, Susana Álvarez, Francesc Serratosa
    Pages 25-34

  5. Sub-optimal Graph Matching by Node-to-Node Assignment Classification

    • Xavier Cortés, Donatello Conte, Francesc Serratosa
    Pages 35-44

  6. Cross-Evaluation of Graph-Based Keyword Spotting in Handwritten Historical Documents

    • Michael Stauffer, Paul Maergner, Andreas Fischer, Kaspar Riesen
    Pages 45-55

  7. Graph Edge Entropy in Maxwell-Boltzmann Statistics for Alzheimer’s Disease Analysis

    • Jianjia Wang, Richard C. Wilson, Edwin R. Hancock
    Pages 56-66

  8. Solving the Graph Edit Distance Problem with Variable Partitioning Local Search

    • Mostafa Darwiche, Donatello Conte, Romain Raveaux, Vincent T’kindt
    Pages 67-77

  9. A Database and Evaluation for Classification of RNA Molecules Using Graph Methods

    • Enes Algul, Richard C. Wilson
    Pages 78-87

  10. Event Prediction Based on Unsupervised Graph-Based Rank-Fusion Models

    • Icaro Cavalcante Dourado, Salvatore Tabbone, Ricardo da Silva Torres
    Pages 88-98

  11. Generalized Median Graph via Iterative Alternate Minimizations

    • Nicolas Boria, Sébastien Bougleux, Benoit Gaüzère, Luc Brun
    Pages 99-109

  12. An Hypergraph Data Model for Expert Finding in Multimedia Social Networks

    • Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlí
    Pages 110-120

  13. On-Line Learning the Edit Costs Based on an Embedded Model

    • Elena Rica, Susana Álvarez, Francesc Serratosa
    Pages 121-130

  14. Congratulations! Dual Graphs Are Now Orientated!

    • Darshan Batavia, Walter G. Kropatsch, Rocio M. Casablanca, Rocio Gonzalez-Diaz
    Pages 131-140

  15. A Parallel Algorithm for Subgraph Isomorphism

    • Vincenzo Carletti, Pasquale Foggia, Pierluigi Ritrovato, Mario Vento, Vincenzo Vigilante
    Pages 141-151

  16. Local Binary Pattern Based Graph Construction for Hyperspectral Image Segmentation

    • Kaouther Tabia, Xavier Desquesnes, Yves Lucas, Sylvie Treuillet
    Pages 152-160

  17. A Parallel MCMC Algorithm for the Balanced Graph Coloring Problem

    • Donatello Conte, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin, Alessandro Petrini
    Pages 161-171

  18. An Attributed Graph Embedding Method Using the Tree-Index Algorithm

    • Yuhang Jiao, Yueting Yang, Lixin Cui, Lu Bai
    Pages 172-182

  19. A Graph-Theoretic Framework for Summarizing First-Person Videos

    • Abhimanyu Sahu, Ananda S. Chowdhury
    Pages 183-193

  20. Network Time Series Analysis Using Transfer Entropy

    • Ibrahim Caglar, Edwin R. Hancock
    Pages 194-203
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Other volumes

  1. Graph-Based Representations in Pattern Recognition

Editors and Affiliations

  • University of Tours, Tours, France

    Donatello Conte, Jean-Yves Ramel

  • University of Salerno, Fisicano, Italy

    Pasquale Foggia

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