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

• Main Authors: Chui, Charles K. (Author), Jiang, Qingtang (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Paris : Atlantis Press : Imprint: Atlantis Press, 2013.
• Series: Mathematics Textbooks for Science and Engineering ; 2
• Subjects: Mathematics.; Computer graphics.; Applied mathematics.; Engineering mathematics.; Information theory.; Statistics.; Engineering design.; Applications of Mathematics.; Information and Communication, Circuits.; Statistics, general.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Engineering Design.

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...

Table of Contents:

• 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.