04424nam 22006615 450 99646541400331620200702231453.03-319-68445-010.1007/978-3-319-68445-1(CKB)4100000000881949(DE-He213)978-3-319-68445-1(MiAaPQ)EBC6298515(MiAaPQ)EBC5592052(Au-PeEL)EBL5592052(OCoLC)1008967196(PPN)220121273(EXLCZ)99410000000088194920171025d2017 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierGeometric Science of Information[electronic resource] Third International Conference, GSI 2017, Paris, France, November 7-9, 2017, Proceedings /edited by Frank Nielsen, Frédéric Barbaresco1st ed. 2017.Cham :Springer International Publishing :Imprint: Springer,2017.1 online resource (XXV, 877 p. 168 illus.) Image Processing, Computer Vision, Pattern Recognition, and Graphics ;105893-319-68444-2 Statistics on non-linear data -- Shape space -- Optimal Transport & Applications -- Statistical Manifold & Hessian Information Geometry -- Statistical Manifold and Hessian Information Geometry -- Monotone Embedding in Information Geometry -- Information Structure in Neuroscience -- Geometric Robotics and Tracking -- Geometric Mechanics and Robotics -- Stochastic Geometric Mechanics and Lie Group Thermodynamics -- Probability on Riemannian Manifolds -- Divergence Geometry -- Non-parametric Information Geometry -- Optimization on Manifold -- Computational Information Geometry -- Probability Density Estimation -- Session Geometry of Tensor-Valued Data -- Geodesic Methods with Constraints -- Applications of Distance Geometry.This book constitutes the refereed proceedings of the Third International Conference on Geometric Science of Information, GSI 2017, held in Paris, France, in November 2017. The 101 full papers presented were carefully reviewed and selected from 113 submissions and are organized into the following subjects: statistics on non-linear data; shape space; optimal transport and applications: image processing; optimal transport and applications: signal processing; statistical manifold and hessian information geometry; monotone embedding in information geometry; information structure in neuroscience; geometric robotics and tracking; geometric mechanics and robotics; stochastic geometric mechanics and Lie group thermodynamics; probability on Riemannian manifolds; divergence geometry; non-parametric information geometry; optimization on manifold; computational information geometry; probability density estimation; session geometry of tensor-valued data; geodesic methods with constraints; applications of distance geometry.Image Processing, Computer Vision, Pattern Recognition, and Graphics ;10589Optical data processingArtificial intelligenceComputer science—MathematicsComputer securityImage Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Mathematics of Computinghttps://scigraph.springernature.com/ontologies/product-market-codes/I17001Systems and Data Securityhttps://scigraph.springernature.com/ontologies/product-market-codes/I28060Optical data processing.Artificial intelligence.Computer science—Mathematics.Computer security.Image Processing and Computer Vision.Artificial Intelligence.Mathematics of Computing.Systems and Data Security.516.00285Nielsen Frankedthttp://id.loc.gov/vocabulary/relators/edtBarbaresco Frédéricedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK996465414003316Geometric Science of Information2531579UNISA