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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- About this book
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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)
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Experimental Evaluation of Subgraph Isomorphism Solvers
Pages 1-13
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GEDLIB: A C++ Library for Graph Edit Distance Computation
Pages 14-24
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Learning the Graph Edit Costs: What Do We Want to Optimise?
Pages 25-34
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Sub-optimal Graph Matching by Node-to-Node Assignment Classification
Pages 35-44
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Cross-Evaluation of Graph-Based Keyword Spotting in Handwritten Historical Documents
Pages 45-55
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Table of contents (23 chapters)
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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
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- 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
