Ebook: Geometric Theory of Information
Author: Frank Nielsen (eds.)
- Tags: Signal Image and Speech Processing, Differential Geometry, Data Mining and Knowledge Discovery, Mathematical Applications in Computer Science, Remote Sensing/Photogrammetry
- Series: Signals and Communication Technology
- Year: 2014
- Publisher: Springer International Publishing
- Edition: 1
- Language: English
- pdf
This book brings together geometric tools and their applications for Information analysis. It collects current and many uses of in the interdisciplinary fields of Information Geometry Manifolds in Advanced Signal, Image & Video Processing, Complex Data Modeling and Analysis, Information Ranking and Retrieval, Coding, Cognitive Systems, Optimal Control, Statistics on Manifolds, Machine Learning, Speech/sound recognition and natural language treatment which are also substantially relevant for the industry.
This book brings together geometric tools and their applications for Information analysis. It collects current and many uses of in the interdisciplinary fields of Information Geometry Manifolds in Advanced Signal, Image & Video Processing, Complex Data Modeling and Analysis, Information Ranking and Retrieval, Coding, Cognitive Systems, Optimal Control, Statistics on Manifolds, Machine Learning, Speech/sound recognition, and natural language treatment which are also substantially relevant for the industry.
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