Progress in Information Geometry: Theory and Applications

Book Overview

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).

• Format: Paperback
• Language: English
• ISBN: 3030654613
• ISBN13: 9783030654610
• Release Date: March 2022
• Publisher: Springer
• Length: 274 Pages
• Weight: 0.90 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"