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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Nielsen, Frank (Editor ), Barbaresco, Frédéric (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 8085
Temas:
Computer vision.
Artificial intelligence.
Computer graphics.
Pattern recognition systems.
Computer science-Mathematics.
Discrete mathematics.
Algorithms.
Computer Vision.
Artificial Intelligence.
Computer Graphics.
Automated Pattern Recognition.
Discrete Mathematics in Computer Science.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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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