Matrix Information Geometry

Editors: Nielsen, Frank, Bhatia, Rajendra (Eds.)

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  • Presents advances in matrix and tensor data processing in the domain of signal, image and information processing
  • Written by experts in the areas of theoretical mathematics or engineering sciences
  • Discusses potential applications in sensor and cognitive systems engineering
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eBook 118,99 €
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  • ISBN 978-3-642-30232-9
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Hardcover 187,19 €
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Softcover 155,50 €
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About this book

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.

About the authors

Frank Nielsen is Senior Researcher at Sony Computer Science Laboratories Inc, Tokyo, Japan.
He is conducting research on information sciences for data analytics based on the framework of computational information geometry  with applications in visual computing.
He has authored more than hundred research papers and two books including "Visual Computing: Geometry, Graphics, and Vision".

Rajendra Bhatia is Professor of Mathematics at the Indian Statistical Institute in New Delhi, India.
He is the author of five books including "Matrix Analysis" and "Positive Definite Matrices"..

Table of contents (17 chapters)

Table of contents (17 chapters)

Buy this book

eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-642-30232-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 187,19 €
price for Spain (gross)
  • ISBN 978-3-642-30231-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 155,50 €
price for Spain (gross)
  • ISBN 978-3-642-44847-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Rent the eBook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Matrix Information Geometry
Editors
  • Frank Nielsen
  • Rajendra Bhatia
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-30232-9
DOI
10.1007/978-3-642-30232-9
Hardcover ISBN
978-3-642-30231-2
Softcover ISBN
978-3-642-44847-8
Edition Number
1
Number of Pages
XII, 456
Topics