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020 _a9783319250403
_9978-3-319-25040-3
024 7 _a10.1007/978-3-319-25040-3
_2doi
050 4 _aTA1634
072 7 _aUYQV
_2bicssc
072 7 _aCOM016000
_2bisacsh
072 7 _aUYQV
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082 0 4 _a006.37
_223
245 1 0 _aGeometric Science of Information
_h[electronic resource] :
_bSecond International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings /
_cedited by Frank Nielsen, Frederic Barbaresco.
250 _a1st ed. 2015.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXXII, 790 p. 97 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v9389
505 0 _aDimension 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.
520 _aThis 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.
650 0 _aComputer vision.
650 0 _aArtificial intelligence.
650 0 _aComputer graphics.
650 0 _aPattern recognition systems.
650 0 _aComputer science
_xMathematics.
650 0 _aDiscrete mathematics.
650 0 _aAlgorithms.
650 1 4 _aComputer Vision.
650 2 4 _aArtificial Intelligence.
650 2 4 _aComputer Graphics.
650 2 4 _aAutomated Pattern Recognition.
650 2 4 _aDiscrete Mathematics in Computer Science.
650 2 4 _aAlgorithms.
700 1 _aNielsen, Frank.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aBarbaresco, Frederic.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319250397
776 0 8 _iPrinted edition:
_z9783319250410
830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v9389
856 4 0 _uhttps://doi.org/10.1007/978-3-319-25040-3
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cSPRINGER
999 _c180068
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