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020 _a9783319250403
_z978-3-319-25040-3
024 7 _a10.1007/978-3-319-25040-3
_2doi
040 _aTR-AnTOB
_beng
_cTR-AnTOB
_erda
050 4 _aTA1637-1638
050 4 _aTA1634
072 7 _aUYT
_2bicssc
072 7 _aCOM012000
_2bisacsh
072 7 _aUYT
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_2thema006.6
_223006.37
_223
245 1 0 _aGeometric Science of Information :
_bSecond International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings /
_cedited by Frank Nielsen, Frédéric Barbaresco.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;
_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 _aOptical pattern recognition.
650 0 _aComputational complexity.
650 0 _aComputer software.
650 1 4 _aImage Processing and Computer Vision.
_0http://scigraph.springernature.com/things/product-market-codes/I22021
650 2 4 _aArtificial Intelligence.
_0http://scigraph.springernature.com/things/product-market-codes/I21000
650 2 4 _aComputer Graphics.
_0http://scigraph.springernature.com/things/product-market-codes/I22013
650 2 4 _aPattern Recognition.
_0http://scigraph.springernature.com/things/product-market-codes/I2203X
650 2 4 _aDiscrete Mathematics in Computer Science.
_0http://scigraph.springernature.com/things/product-market-codes/I17028
650 2 4 _aAlgorithm Analysis and Problem Complexity.
_0http://scigraph.springernature.com/things/product-market-codes/I16021
700 1 _aNielsen, Frank.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aBarbaresco, Frédéric.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
856 4 0 _uhttps://doi.org/10.1007/978-3-319-25040-3
_3Springer eBooks
_zOnline access link to the resource
942 _2lcc
_cEBK
041 _aeng