Geometric Science of Information : first International Conference, GSI 2013, Paris, France, August 28-30, 2013 : proceedings / Frank Nielsen, Frédéric Barbaresco (eds.)
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 followi...
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| Online Access: |
Full Text (via Springer) |
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| Corporate Author: | |
| Other Authors: | , |
| Format: | Conference Proceeding eBook |
| Language: | English |
| Published: |
Heidelberg :
Springer,
[2013]
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| Series: | Lecture notes in computer science ;
8085. LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics. |
| Subjects: |
| Summary: | 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 dimensionnal/Banach Information Manifolds, Information Geometry Manifolds, and Algorithms on Manifolds. |
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| Physical Description: | 1 online resource (xx, 879 pages) : illustrations. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9783642400209 3642400205 |
| ISSN: | 0302-9743 ; |
| Source of Description, Etc. Note: | Online resource; title from PDF title page (SpringerLink, viewed October 2, 2013) |