ENGLISH

Matrix Information Geometry

By Jesús Angulo (auth.) , Frank Nielsen , Rajendra Bhatia (eds.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2013
ISBN
978-3-642-30231-2, 978-3-642-30232-9
DOI
10.1007/978-3-642-30232-9
Language
english
Format
PDF
Filesize
8 MB (8380192 bytes)
Edition
1
Pages
456\453
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00
Image and Speech Processing; Linear and MultilineaMatrix Theory; Data Mining and Knowledge DiscoverySignal

Description

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.

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