1 option
Geometric Science of Information : Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings / edited by Frank Nielsen, Frederic Barbaresco.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-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):
- Computer vision.
- Artificial intelligence.
- Computer graphics.
- Pattern recognition systems.
- Computer science-Mathematics.
- Discrete mathematics.
- Algorithms.
- Computer Vision.
- Artificial Intelligence.
- Computer Graphics.
- Automated Pattern Recognition.
- Discrete Mathematics in Computer Science.
- Local Subjects:
- Computer Vision.
- Artificial Intelligence.
- Computer Graphics.
- Automated Pattern Recognition.
- Discrete Mathematics in Computer Science.
- Algorithms.
- Physical Description:
- 1 online resource (XXII, 790 pages) : 97 illustrations
- Edition:
- 1st ed. 2015.
- Contained In:
- Springer Nature eBook
- 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.
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.