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Geometric Science of Information : Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings / edited by Frank Nielsen, Frederic Barbaresco.
SpringerLink Books Lecture Notes In Computer Science (LNCS) (1997-2024) Available online
View online- Format:
- Book
- Series:
- Computer Science (Springer-11645)
- LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 9389.
- Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 9389
- Language:
- English
- Subjects (All):
- Optical data processing.
- Artificial intelligence.
- Computer graphics.
- Pattern perception.
- Computer science--Mathematics.
- Computer science.
- Algorithms.
- Image Processing and Computer Vision.
- Artificial Intelligence.
- Computer Graphics.
- Pattern Recognition.
- Discrete Mathematics in Computer Science.
- Algorithm Analysis and Problem Complexity.
- Local Subjects:
- Image Processing and Computer Vision.
- Artificial Intelligence.
- Computer Graphics.
- Pattern Recognition.
- Discrete Mathematics in Computer Science.
- Algorithm Analysis and Problem Complexity.
- Physical Description:
- 1 online resource (XXII, 790 pages) : 97 illustrations.
- Edition:
- First edition 2015.
- Contained In:
- Springer eBooks
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2015.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-319-25040-3
- 9783319250403
- Access Restriction:
- Restricted for use by site license.
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