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Geometric Science of Information = Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Geometric Science of Information/ edited by Frank Nielsen, Frederic Barbaresco.
其他題名:	Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings /
其他作者:	Nielsen, Frank.
面頁冊數:	XXII, 790 p. 97 illus.online resource. :
Contained By:	Springer Nature eBook
標題:	Optical data processing. -
電子資源:	https://doi.org/10.1007/978-3-319-25040-3
ISBN:	9783319250403

Geometric Science of Information = Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings /
Geometric Science of InformationSecond International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings /[electronic resource] :edited by Frank Nielsen, Frederic Barbaresco. - 1st ed. 2015. - XXII, 790 p. 97 illus.online resource. - Image Processing, Computer Vision, Pattern Recognition, and Graphics ;9389. - Image Processing, Computer Vision, Pattern Recognition, and Graphics ;9219.

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.

ISBN: 9783319250403

Standard No.: 10.1007/978-3-319-25040-3doiSubjects--Topical Terms:

639187
Optical data processing.

LC Class. No.: TA1630-1650

Dewey Class. No.: 006.6

Geometric Science of Information = Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings /
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