04507nam 22008535 450 991048475180332120251031105407.03-319-25040-X10.1007/978-3-319-25040-3(CKB)4340000000001154(SSID)ssj0001585146(PQKBManifestationID)16264716(PQKBTitleCode)TC0001585146(PQKBWorkID)14864945(PQKB)10736016(DE-He213)978-3-319-25040-3(MiAaPQ)EBC5587315(Au-PeEL)EBL5587315(OCoLC)932169684(PPN)190528885(EXLCZ)99434000000000115420151024d2015 u| 0engurnn|008mamaatxtccrGeometric Science of Information Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings /edited by Frank Nielsen, Frederic Barbaresco1st ed. 2015.Cham :Springer International Publishing :Imprint: Springer,2015.1 online resource (XXII, 790 p. 97 illus.) Image Processing, Computer Vision, Pattern Recognition, and Graphics,3004-9954 ;9389Bibliographic Level Mode of Issuance: Monograph3-319-25039-6 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.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.Image Processing, Computer Vision, Pattern Recognition, and Graphics,3004-9954 ;9389Computer visionArtificial intelligenceComputer graphicsPattern recognition systemsComputer scienceMathematicsDiscrete mathematicsAlgorithmsComputer VisionArtificial IntelligenceComputer GraphicsAutomated Pattern RecognitionDiscrete Mathematics in Computer ScienceAlgorithmsComputer vision.Artificial intelligence.Computer graphics.Pattern recognition systems.Computer scienceMathematics.Discrete mathematics.Algorithms.Computer Vision.Artificial Intelligence.Computer Graphics.Automated Pattern Recognition.Discrete Mathematics in Computer Science.Algorithms.006.6006.37Nielsen Frankedthttp://id.loc.gov/vocabulary/relators/edtBarbaresco Fredericedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910484751803321Geometric Science of Information2531579UNINA