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Computer Science - Image Processing | Geometric Science of Information - First International Conference, GSI 2013, Paris, France, August

Geometric Science of Information

First International Conference, GSI 2013, Paris, France, August 28-30, 2013, Proceedings

Nielsen, Frank, Barbaresco, Frederic (Eds.)

2013, XX, 879 p. 157 illus.

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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.

Content Level » Research

Keywords » affine differential geometry - complex projective space - ensemble methods - mathematical morphology - stochastic processes

Related subjects » Artificial Intelligence - Image Processing - Theoretical Computer Science

Table of contents 

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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