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).
Produkteigenschaften
- Artikelnummer: 9783030654580
- Medium: Buch
- ISBN: 978-3-030-65458-0
- Verlag: Springer International Publishing
- Erscheinungstermin: 15.03.2021
- Sprache(n): Englisch
- Auflage: 1. Auflage 2021
- Serie: Signals and Communication Technology
- Produktform: Gebunden
- Gewicht: 652 g
- Seiten: 274
- Format (B x H x T): 160 x 241 x 21 mm
- Ausgabetyp: Kein, Unbekannt
Themen
- Interdisziplinäres
- Wissenschaften
- Wissenschaften: Forschung und Information
- Informationstheorie, Kodierungstheorie
- Technische Wissenschaften
- Elektronik | Nachrichtentechnik
- Nachrichten- und Kommunikationstechnik
- Signalverarbeitung