Structural, Syntactic, and Statistical Pattern Recognition
Joint IAPR International Workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7-9, 2012, Proceedings
Editors: Gimel´farb, G., Hancock, E., Imiya, A., Kuijper, A., Kudo, M., Omachi, S., Windeatt, T., Yamada, K. (Eds.)
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- About this book
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This volume constitutes the refereed proceedings of the Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2012) and Statistical Techniques in Pattern Recognition (SPR 2012), held in Hiroshima, Japan, in November 2012 as a satellite event of the 21st International Conference on Pattern Recognition, ICPR 2012. The 80 revised full papers presented together with 1 invited paper and the Pierre Devijver award lecture were carefully reviewed and selected from more than 120 initial submissions. The papers are organized in topical sections on structural, syntactical, and statistical pattern recognition, graph and tree methods, randomized methods and image analysis, kernel methods in structural and syntactical pattern recognition, applications of structural and syntactical pattern recognition, clustering, learning, kernel methods in statistical pattern recognition, kernel methods in statistical pattern recognition, as well as applications of structural, syntactical, and statistical methods.
- Table of contents (49 chapters)
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Estimation, Learning, and Adaptation: Systems That Improve with Use
Pages 1-10
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Optimization Techniques for Geometric Estimation: Beyond Minimization
Pages 11-30
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Hierarchical Compositional Representations of Object Structure
Pages 31-32
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Information Theoretic Prototype Selection for Unattributed Graphs
Pages 33-41
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Graph Kernels: Crossing Information from Different Patterns Using Graph Edit Distance
Pages 42-50
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Table of contents (49 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Structural, Syntactic, and Statistical Pattern Recognition
- Book Subtitle
- Joint IAPR International Workshop, SSPR & SPR 2012, Hiroshima, Japan, November 7-9, 2012, Proceedings
- Editors
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- Georgy Gimel´farb
- Edwin Hancock
- Atsushi Imiya
- Arjan Kuijper
- Mineichi Kudo
- Shinichiro Omachi
- Terry Windeatt
- Keiji Yamada
- Series Title
- Image Processing, Computer Vision, Pattern Recognition, and Graphics
- Series Volume
- 7626
- Copyright
- 2012
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer-Verlag GmbH Germany, part of Springer Nature
- eBook ISBN
- 978-3-642-34166-3
- DOI
- 10.1007/978-3-642-34166-3
- Softcover ISBN
- 978-3-642-34165-6
- Edition Number
- 1
- Number of Pages
- XVIII, 755
- Number of Illustrations
- 236 b/w illustrations
- Topics
