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Matrix Information Geometry
Taschenbuch von Rajendra Bhatia (u. a.)
Sprache: Englisch

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Beschreibung
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.
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.
Über den Autor

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"..

Zusammenfassung

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

Includes supplementary material: [...]

Inhaltsverzeichnis

Book dedication.- Preface.- Part I: State-of-the-art surveys & original matrix theory work.- Part II: Advanced matrix theory for radar processing.- Part III: Matrix-based signal processing applications.- Index of terms

Details
Erscheinungsjahr: 2014
Fachbereich: Nachrichtentechnik
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xii
456 S.
ISBN-13: 9783642448478
ISBN-10: 364244847X
Sprache: Englisch
Einband: Kartoniert / Broschiert
Redaktion: Bhatia, Rajendra
Nielsen, Frank
Herausgeber: Frank Nielsen/Rajendra Bhatia
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 235 x 155 x 26 mm
Von/Mit: Rajendra Bhatia (u. a.)
Erscheinungsdatum: 20.09.2014
Gewicht: 0,703 kg
Artikel-ID: 105100023
Über den Autor

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"..

Zusammenfassung

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

Includes supplementary material: [...]

Inhaltsverzeichnis

Book dedication.- Preface.- Part I: State-of-the-art surveys & original matrix theory work.- Part II: Advanced matrix theory for radar processing.- Part III: Matrix-based signal processing applications.- Index of terms

Details
Erscheinungsjahr: 2014
Fachbereich: Nachrichtentechnik
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xii
456 S.
ISBN-13: 9783642448478
ISBN-10: 364244847X
Sprache: Englisch
Einband: Kartoniert / Broschiert
Redaktion: Bhatia, Rajendra
Nielsen, Frank
Herausgeber: Frank Nielsen/Rajendra Bhatia
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 235 x 155 x 26 mm
Von/Mit: Rajendra Bhatia (u. a.)
Erscheinungsdatum: 20.09.2014
Gewicht: 0,703 kg
Artikel-ID: 105100023
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