Applied Mathematics: Data Compression, Spectral Methods, Fourier Analysis, Wavelets, and Applications - Couverture rigide

Chui, Charles K.; Jiang, Qingtang

 
9789462390089: Applied Mathematics: Data Compression, Spectral Methods, Fourier Analysis, Wavelets, and Applications
Couverture rigide
ISBN 10 : 9462390088 ISBN 13 : 9789462390089
Editeur : Atlantis Press (Zeger Karssen), 2013

Synopsis

This textbook, apart from introducing the basic aspects of applied mathematics, focuses on recent topics such as information data manipulation, information coding, data approximation, data dimensionality reduction, data compression, time-frequency and time scale bases, image manipulation, and image noise removal. The methods treated in more detail include spectral representation and "frequency" of the data, providing valuable information for, e.g. data compression and noise removal. Furthermore, a special emphasis is also put on the concept of "wavelets" in connection with the "multi-scale" structure of data-sets. The presentation of the book is elementary and easily accessible, requiring only some knowledge of elementary linear algebra and calculus. All important concepts are illustrated with examples, and each section contains between 10 an 25 exercises. A teaching guide, depending on the level and discipline of instructions is included for classroom teaching and self-study.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

This textbook, apart from introducing the basic aspects of applied mathematics, focuses on recent topics such as information data manipulation, information coding, data approximation, data dimensionality reduction, data compression, time-frequency and time scale bases, image manipulation, and image noise removal. The methods treated in more detail include spectral representation and frequency of the data, providing valuable information for, e.g. data compression and noise removal. Furthermore, a special emphasis is also put on the concept of wavelets in connection with the multi-scale structure of data-sets. The presentation of the book is elementary and easily accessible, requiring only some knowledge of elementary linear algebra and calculus. All important concepts are illustrated with examples, and each section contains between 10 an 25 exercises. A teaching guide, depending on the level and discipline of instructions is included for classroom teaching and self-study.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Atlantis Press (Zeger Karssen)
Date d'édition
2013
Langue
anglais
ISBN 10 
9462390088
ISBN 13 
9789462390089
Reliure
Relié
Nombre de pages
551
Coordonnées du fabricant
non disponible
Personne responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Allemagne

Autres éditions populaires du même titre

9789462390102: Applied Mathematics: Data Compression, Spectral Methods, Fourier Analysis, Wavelets, and Applications

Edition présentée

ISBN 10 :  946239010X ISBN 13 :  9789462390102
Editeur : Atlantis Press, 2013
Couverture souple