Tang Y.Y. Wavelet Theory and Its Application to Pattern Recognition (Series in Machine Perception and Artificial Intelligence)

World Scientific Publishing Company – 2009, 482 pages, 2nd edition
ISBN: 9814273953, 9789814273954This 2nd edition is an update of the book "Wavelet Theory and Its Application to Pattern Recognition" published in 2000. Three new chapters, which are research results conducted during 2001-2008, will be added. The book consists of two parts - the first contains the basic theory of wavelet analysis and the second includes applications of wavelet theory to pattern recognition. The new book provides a bibliography of 170 references including the current state-of-the-art theory and applications of wavelet analysis to pattern recognition.Continuous Wavelet Transforms
Multiresolution Analysis and Wavelet Bases
Some Typical Wavelet Bases
Step-Edge Detection by Wavelet Transform
Characterization of Dirac-Edges with Quadratic Spline Wavelet Transform
Construction of New Wavelet Function and Application to Curve Analysis
Skeletonization of Ribbon-like Shapes with New Wavelet Function
Feature Extraction by Wavelet Sub-Patterns and Divider Dimensions
Document Analysis by Reference Line Detection with 2-D Wavelet Transform
Chinese Character Processing with B-Spline Wavelet Transform
Classifier Design Based on Orthogonal Wavelet Series