Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10589)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Conference series link(s): GSI: International Conference on Geometric Science of Information
Conference proceedings info: GSI 2017.
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Table of contents (99 papers)
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Front Matter
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Statistics on Non-linear Data
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Front Matter
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Optimal Transport and Applications: Image Processing
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Front Matter
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Optimal Transport and Applications: Signal Processing
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Front Matter
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About this book
This book constitutes the refereed proceedings of the Third International Conference on Geometric Science of Information, GSI 2017, held in Paris, France, in November 2017.
The 101 full papers presented were carefully reviewed and selected from 113 submissions and are organized into the following subjects:
statistics on non-linear data; shape space; optimal transport and applications: image processing; optimal transport and applications: signal processing; statistical manifold and hessian information geometry; monotone embedding in information geometry; information structure in neuroscience; geometric robotics and tracking; geometric mechanics and robotics; stochastic geometric mechanics and Lie group thermodynamics; probability on Riemannian manifolds; divergence geometry; non-parametric information geometry; optimization on manifold; computational information geometry; probability density estimation; session geometry of tensor-valued data; geodesic methods with constraints; applications of distance geometry.
Editors and Affiliations
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Ecole Polytechnique, Palaiseau, France
Frank Nielsen
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Thales Land and Air Systems, Limours, France
Frédéric Barbaresco
Bibliographic Information
Book Title: Geometric Science of Information
Book Subtitle: Third International Conference, GSI 2017, Paris, France, November 7-9, 2017, Proceedings
Editors: Frank Nielsen, Frédéric Barbaresco
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-68445-1
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2017
Softcover ISBN: 978-3-319-68444-4Published: 26 October 2017
eBook ISBN: 978-3-319-68445-1Published: 30 October 2017
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXV, 877
Number of Illustrations: 168 b/w illustrations
Topics: Image Processing and Computer Vision, Artificial Intelligence, Mathematics of Computing, Systems and Data Security