1 option
Geometric Science of Information : First International Conference, GSI 2013, Paris, France, August 28-30, 2013, Proceedings / edited by Frank Nielsen, Frédéric Barbaresco.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 8085
- Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 8085
- 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 (XX, 879 pages) : 157 illustrations
- Edition:
- 1st ed. 2013.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
- System Details:
- text file PDF
- Summary:
- This 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.
- Contents:
- Geometric 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-642-40020-9
- 9783642400209
- 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.