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Progress in Information Geometry Theory and Applications

This book focuses on information-geometric manifolds of structured data and models and related applied mathematics. It features new and fruitful interactions between several branches of science: Advanced Signal/Image/Video Processing, Complex Data Modeling and Analysis, Statistics on Manifolds, Topo...

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Bibliographic Details
Other Authors: Nielsen, Frank (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2021, 2021
Edition:1st ed. 2021
Series:Signals and Communication Technology
Subjects:
Coding And Information Theory
Complex Systems
Coding Theory
Statistics 
System Theory
Signal, Speech And Image Processing
Information Theory
Telecommunication
Statistics In Engineering, Physics, Computer Science, Chemistry And Earth Sciences
Communications Engineering, Networks
Manifolds (mathematics)
Signal Processing
Global Analysis (mathematics)
Global Analysis And Analysis On Manifolds
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Description
Summary:This book focuses on information-geometric manifolds of structured data and models and related applied mathematics. It features new and fruitful interactions between several branches of science: Advanced Signal/Image/Video Processing, Complex Data Modeling and Analysis, Statistics on Manifolds, Topology/Machine/Deep Learning and Artificial Intelligence. The selection of applications makes the book a substantial information source, not only for academic scientist but it is also highly relevant for industry. The book project was initiated following discussions at the international conference GSI’2019 – Geometric Science of Information that was held at ENAC, Toulouse (France)
Physical Description:XII, 274 p. 105 illus., 35 illus. in color online resource
ISBN:9783030654597

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