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

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

Author: Charles K. Chui, Qingtang Jiang

Format: Hardcover

Pages: 551

ISBN: 9789462390089

Publisher: Atlantis Press

Release Date: October 14, 2013

Description du Livre

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."

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