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Author GSI (Conference) (2nd : 2015 : Palaiseau, France)

Title Geometric science of information : second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings / edited by Frank Nielsen, Frédéric Barbaresco
Published Cham : Springer, 2015


Description 1 online resource (xxii, 790 pages) : illustrations
Series Lecture Notes in Computer Science, 0302-9743 ; 9389
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
Lecture notes in computer science ; 9389. 0302-9743
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
Contents Dimension reduction on Riemannian manifolds -- Optimal transport -- Optimal transport and applications in imagery/statistics -- Shape space and diffeomorphic mappings -- Random geometry/homology -- Hessian information geometry -- Topological forms and Information -- Information geometry optimization -- Information geometry in image analysis -- Divergence geometry -- Optimization on manifold -- Lie groups and geometric mechanics/thermodynamics -- Computational information geometry -- Lie groups: novel statistical and computational frontiers -- Geometry of time series and linear dynamical systems -- Bayesian and information geometry for inverse problems
Summary This book constitutes the refereed proceedings of the Second International Conference on Geometric Science of Information, GSI 2015, held in Palaiseau, France, in October 2015. The 80 full papers presented were carefully reviewed and selected from 110 submissions and are organized into the following thematic sessions: Dimension reduction on Riemannian manifolds; optimal transport; optimal transport and applications in imagery/statistics; shape space and diffeomorphic mappings; random geometry/homology; Hessian information geometry; topological forms and Information; information geometry optimization; information geometry in image analysis; divergence geometry; optimization on manifold; Lie groups and geometric mechanics/thermodynamics; computational information geometry; Lie groups: novel statistical and computational frontiers; geometry of time series and linear dynamical systems; and Bayesian and information geometry for inverse problems
Subject Geometry -- Congresses
Information science -- Congresses
Computer science.
Computer science -- Mathematics.
Artificial intelligence.
Computer graphics
Image processing.
Pattern perception.
Electronic Data Processing
Artificial Intelligence
Computer Graphics
artificial intelligence.
computer graphics.
image processing.
Artificial intelligence.
Graphics programming.
Pattern recognition.
Discrete mathematics.
Algorithms & data structures.
Image processing.
Computers -- Intelligence (AI) & Semantics.
Computers -- Computer Graphics.
Computers -- Computer Vision & Pattern Recognition.
Computers -- Data Processing.
Computers -- Programming -- Algorithms.
Artificial intelligence.
Computer graphics.
Computer science.
Computer science -- Mathematics.
Image processing.
Information science.
Pattern perception.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Nielsen, Frank, editor
Barbaresco, Frédéric, editor
ISBN 9783319250403
Other Titles GSI 2015