04976nam 22007695 450 99646594230331620200706054050.03-642-40020-510.1007/978-3-642-40020-9(CKB)3710000000015889(SSID)ssj0000988150(PQKBManifestationID)11529001(PQKBTitleCode)TC0000988150(PQKBWorkID)10949060(PQKB)10093658(DE-He213)978-3-642-40020-9(MiAaPQ)EBC3093235(PPN)172428858(EXLCZ)99371000000001588920130819d2013 u| 0engurnn|008mamaatxtccrGeometric Science of Information[electronic resource] First International Conference, GSI 2013, Paris, France, August 28-30, 2013, Proceedings /edited by Frank Nielsen, Frédéric Barbaresco1st ed. 2013.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2013.1 online resource (XX, 879 p. 157 illus.) Image Processing, Computer Vision, Pattern Recognition, and Graphics ;8085Bibliographic Level Mode of Issuance: Monograph3-642-40019-1 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.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.Image Processing, Computer Vision, Pattern Recognition, and Graphics ;8085Optical data processingArtificial intelligenceComputer graphicsPattern recognitionComputer science—MathematicsAlgorithmsImage Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Computer Graphicshttps://scigraph.springernature.com/ontologies/product-market-codes/I22013Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XDiscrete Mathematics in Computer Sciencehttps://scigraph.springernature.com/ontologies/product-market-codes/I17028Algorithm Analysis and Problem Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/I16021Optical data processing.Artificial intelligence.Computer graphics.Pattern recognition.Computer science—Mathematics.Algorithms.Image Processing and Computer Vision.Artificial Intelligence.Computer Graphics.Pattern Recognition.Discrete Mathematics in Computer Science.Algorithm Analysis and Problem Complexity.006.6006.37Nielsen Frankedthttp://id.loc.gov/vocabulary/relators/edtBarbaresco Frédéricedthttp://id.loc.gov/vocabulary/relators/edtBOOK996465942303316Geometric Science of Information2531579UNISA