Wavelet Packets and Their Statistical Applications

• Main Authors: Ahmad, Khalil (Author, http://id.loc.gov/vocabulary/relators/aut), Abdullah (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Forum for Interdisciplinary Mathematics,
• Subjects: Functional analysis.; Numerical analysis.; Applied mathematics.; Engineering mathematics.; Statistics .; Signal processing.; Image processing.; Speech processing systems.; Functional Analysis.; Numerical Analysis.; Applications of Mathematics.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Signal, Image and Speech Processing.

This book presents the basic concepts of functional analysis, wavelet analysis and thresholding. It begins with an elementary chapter on preliminaries such as basic concepts of functional analysis, a brief tour of the wavelet transform, Haar scaling functions and function space, wavelets, symlets wa...

Table of Contents:

• Chapter 1. Preliminaries
• Chapter 2. Wavelet Packets
• Chapter 3. Convergence of Wavelet Packet Series
• Chapter 4. Function Spaces and Wavelet Packets
• Chapter 5. Applications in Signal Processing
• Chapter 6. Applications in Image Processing.