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
• Language: English
• Published: Paris : Atlantis Press : Imprint: Atlantis Press, 2013.
• Series: Mathematics Textbooks for Science and Engineering ; 2
• Subjects: Mathematics.; Computer vision.; Statistics.; Engineering design.; Applications of Mathematics.; Information and Communication, Circuits.; Statistics, general.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Engineering Design.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.2991/978-94-6239-009-6

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.