Wavelet Analysis Algorithm and Application

Author: Cheng Zhengxing
Publisher:
Publish Date: 1998-05-01
Features: The book consists of 7 chapters, including topics such as: Wavelet Transform, Wavelet Series, Frames, Sampling Theorem, Gabor Transform and Short-Time Fourier Transform; Multi-Resolution Analysis, Wavelet Decomposition and Reconstruction Algorithms, Selection and Graphical Display Algorithms of Initial Functions; Orthogonal, Semi-Orthogonal, and Bi-Orthogonal Scaling Functions and Wavelets; Multivariate Wavelet Analysis; Orthogonal, Semi-Orthogonal, and Bi-Orthogonal Wavelet Packets. In terms of applications, it covers: Image Compression, Wavelet Multi-Scale Edge Detection, Applications in Signal Analysis, as well as applications in areas such as Fractals, Medicine, Electronic Maps, Computer Vision, and Computer Graphics. The book is rich in content, with a clear focus, offering both theoretical foundations and practical algorithms, and provides detailed descriptions of many applications. It can serve as a textbook for graduate students in science and engineering disciplines to study wavelet analysis, and is also suitable as a reference for researchers or professionals who wish to conduct research or applications in the field of wavelet analysis.