Overview
- Fast track conference proceedings
- Unique visibility
- State of the art research
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8085)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Included in the following conference series:
Conference proceedings info: GSI 2013.
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Table of contents (98 papers)
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Front Matter
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Geometric Statistics on Manifolds and Lie Groups
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Front Matter
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Deformations in Shape Spaces
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Front Matter
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Differential Geometry in Signal Processing
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Front Matter
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Other volumes
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Geometric Science of Information
Keywords
About this book
This book constitutes the refereed proceedings of the First International Conference on Geometric Science of Information, GSI 2013, held in Paris, France, in August 2013. The nearly 100 papers presented were carefully reviewed and selected from numerous submissions and are organized into the following thematic sessions: Geometric Statistics on Manifolds and Lie Groups, Deformations in Shape Spaces, Differential Geometry in Signal Processing, Relational Metric, Discrete Metric Spaces, Computational Information Geometry, Hessian Information Geometry I and II, Computational Aspects of Information Geometry in Statistics, Optimization on Matrix Manifolds, Optimal Transport Theory, Probability on Manifolds, Divergence Geometry and Ancillarity, Entropic Geometry, Tensor-Valued Mathematical Morphology, Machine/Manifold/Topology Learning, Geometry of Audio Processing, Geometry of Inverse Problems, Algebraic/Infinite dimensional/Banach Information Manifolds, Information Geometry Manifolds, and Algorithms on Manifolds.
Editors and Affiliations
Bibliographic Information
Book Title: Geometric Science of Information
Book Subtitle: First International Conference, GSI 2013, Paris, France, August 28-30, 2013, Proceedings
Editors: Frank Nielsen, Frédéric Barbaresco
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-642-40020-9
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2013
Softcover ISBN: 978-3-642-40019-3Published: 08 August 2013
eBook ISBN: 978-3-642-40020-9Published: 19 August 2013
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XX, 879
Number of Illustrations: 157 b/w illustrations
Topics: Image Processing and Computer Vision, Artificial Intelligence, Computer Graphics, Pattern Recognition, Discrete Mathematics in Computer Science, Algorithm Analysis and Problem Complexity