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020 _a9783642400209
_9978-3-642-40020-9
024 7 _a10.1007/978-3-642-40020-9
_2doi
050 4 _aTA1634
072 7 _aUYQV
_2bicssc
072 7 _aCOM016000
_2bisacsh
072 7 _aUYQV
_2thema
082 0 4 _a006.37
_223
245 1 0 _aGeometric Science of Information
_h[electronic resource] :
_bFirst International Conference, GSI 2013, Paris, France, August 28-30, 2013, Proceedings /
_cedited by Frank Nielsen, Frédéric Barbaresco.
250 _a1st ed. 2013.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aXX, 879 p. 157 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 ;
_v8085
505 0 _aGeometric 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.
520 _aThis 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.
650 0 _aComputer vision.
_9152549
650 0 _aArtificial intelligence.
_93407
650 0 _aComputer graphics.
_94088
650 0 _aPattern recognition systems.
_93953
650 0 _aComputer science
_xMathematics.
_93866
650 0 _aDiscrete mathematics.
_912873
650 0 _aAlgorithms.
_93390
650 1 4 _aComputer Vision.
_9152550
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer Graphics.
_94088
650 2 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aDiscrete Mathematics in Computer Science.
_931837
650 2 4 _aAlgorithms.
_93390
700 1 _aNielsen, Frank.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9152551
700 1 _aBarbaresco, Frédéric.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9152552
710 2 _aSpringerLink (Online service)
_9152553
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783642400193
776 0 8 _iPrinted edition:
_z9783642400216
830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v8085
_9152554
856 4 0 _uhttps://doi.org/10.1007/978-3-642-40020-9
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
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