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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Graph-Based Representations in Pattern Recognition

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

Editors: Conte, Donatello, Ramel, Jean-Yves, Foggia, Pasquale (Eds.)

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  • ISBN 978-3-030-20081-7
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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. 


Table of contents (23 chapters)

Table of contents (23 chapters)
  • Experimental Evaluation of Subgraph Isomorphism Solvers

    Pages 1-13

    Solnon, Christine

  • GEDLIB: A C++ Library for Graph Edit Distance Computation

    Pages 14-24

    Blumenthal, David B. (et al.)

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

    Pages 25-34

    Rica, Elena (et al.)

  • Sub-optimal Graph Matching by Node-to-Node Assignment Classification

    Pages 35-44

    Cortés, Xavier (et al.)

  • Cross-Evaluation of Graph-Based Keyword Spotting in Handwritten Historical Documents

    Pages 45-55

    Stauffer, Michael (et al.)

Buy this book

eBook $54.99
price for USA in USD
  • ISBN 978-3-030-20081-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Graph-Based Representations in Pattern Recognition
Book Subtitle
12th IAPR-TC-15 International Workshop, GbRPR 2019, Tours, France, June 19–21, 2019, Proceedings
Editors
  • Donatello Conte
  • Jean-Yves Ramel
  • Pasquale Foggia
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11510
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-20081-7
DOI
10.1007/978-3-030-20081-7
Softcover ISBN
978-3-030-20080-0
Edition Number
1
Number of Pages
X, 247
Number of Illustrations
18 b/w illustrations, 74 illustrations in colour
Topics