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Applied Mathematics
Data Compression, Spectral Methods, Fourier Analysis, Wavelets, and Applications
Buch von Qingtang Jiang (u. a.)
Sprache: Englisch

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Beschreibung
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.
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.
Zusammenfassung

A comprehensive Applied Mathematics Textbook on the theory and methods with the central theme of information data processing, manipulation, and compression

Self-contained with minimum prerequisites from elementary linear algebra and calculus

A Text book for teaching at both undergraduate and beginning graduate levels

Self-study for researchers in all disciplines of science and engineering

Inhaltsverzeichnis
Linear Spaces.- Linerar Analysis.- Spectral Methods and Applications.- Frequency-Domain Methods.- Data Compression.- Fourier Series.- Fourier Time-Frequency Methods.- Wavelet Transform and Filter Banks.- Compactly Supported Wavelets.- Wavelet Analysis.
Details
Erscheinungsjahr: 2013
Fachbereich: Allgemeines
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 576
Reihe: Mathematics Textbooks for Science and Engineering
Inhalt: xxii
551 S.
27 s/w Illustr.
36 farbige Illustr.
551 p. 63 illus.
36 illus. in color.
ISBN-13: 9789462390089
ISBN-10: 9462390088
Sprache: Englisch
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Jiang, Qingtang
Chui, Charles K.
Auflage: 2013
Hersteller: Atlantis Press
Mathematics Textbooks for Science and Engineering
Maße: 241 x 160 x 36 mm
Von/Mit: Qingtang Jiang (u. a.)
Erscheinungsdatum: 14.10.2013
Gewicht: 1,021 kg
Artikel-ID: 105948568
Zusammenfassung

A comprehensive Applied Mathematics Textbook on the theory and methods with the central theme of information data processing, manipulation, and compression

Self-contained with minimum prerequisites from elementary linear algebra and calculus

A Text book for teaching at both undergraduate and beginning graduate levels

Self-study for researchers in all disciplines of science and engineering

Inhaltsverzeichnis
Linear Spaces.- Linerar Analysis.- Spectral Methods and Applications.- Frequency-Domain Methods.- Data Compression.- Fourier Series.- Fourier Time-Frequency Methods.- Wavelet Transform and Filter Banks.- Compactly Supported Wavelets.- Wavelet Analysis.
Details
Erscheinungsjahr: 2013
Fachbereich: Allgemeines
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 576
Reihe: Mathematics Textbooks for Science and Engineering
Inhalt: xxii
551 S.
27 s/w Illustr.
36 farbige Illustr.
551 p. 63 illus.
36 illus. in color.
ISBN-13: 9789462390089
ISBN-10: 9462390088
Sprache: Englisch
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Jiang, Qingtang
Chui, Charles K.
Auflage: 2013
Hersteller: Atlantis Press
Mathematics Textbooks for Science and Engineering
Maße: 241 x 160 x 36 mm
Von/Mit: Qingtang Jiang (u. a.)
Erscheinungsdatum: 14.10.2013
Gewicht: 1,021 kg
Artikel-ID: 105948568
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