Geometric Science of Information : First International Conference, GSI 2013, Paris, France, August 28-30, 2013. Proceedings

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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Príomhchruthaitheoir: Nielsen, Frank
Formáid: Livre numérique
Teanga:Anglais
Foilsithe / Cruthaithe: Berlin, Heidelberg : Springer Berlin Heidelberg 2013.
Cham : Springer Nature
Sraith:Image Processing, Computer Vision, Pattern Recognition, and Graphics 8085
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Rochtain ar líne:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
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Nóta: Archives Springer e-books (Licence nationale)
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Edition sous un autre format:• Geometric Science of Information, Texte imprimé, 9783642400216
• Geometric Science of Information, First International Conference, GSI 2013, Paris, France, August 28-30, 2013. Proceedings, edited by Frank Nielsen, Frédéric Barbaresco, 2013, Berlin, Springer, 1 vol. (XIX-879 p.), Lecture notes in computer science, 978-3-642-40019-3
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505 0 |a Geometric statistics on manifolds and Lie groups -- Deformations in shape spaces -- Differential Geometry in Signal Processing -- Relational Metric -- Discrete Metric Spaces -- Computational Information Geometry -- 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 -- Hessian Information Geometry -- Geometry of Audio Processing -- Geometry of Inverse Problems -- Algebraic/Infinite dimensional/Banach Information Manifolds -- Information Geometry Manifolds -- Algorithms on Manifolds. 
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520 |a 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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