Matrix Information Geometry

Nielsen, Frank; Bhatia, Rajendra

This book presents advances in matrix and tensor data processing in the domain of signal, image and information processing. The theoretical mathematical approaches are discusses in the context of potential applications in sensor and cognitive systems engineering.
The topics and application include Information Geometry, Differential Geometry of structured Matrix, Positive Definite Matrix, Covariance Matrix, Sensors (Electromagnetic Fields, Acoustic sensors) and  Applications in Cognitive systems, in particular Data Mining.

Details

Published by: Springer

Publication Date: 2014-09-20

Format: Paperback

ISBN-13: 9783642448478

DOI: 10.1007/978-3-642-30232-9

Dimensions: 235cm x155cm

Pages: 456