Wavelet Theory and Its Application to Pattern Recognition

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Wavelet Theory and Its Application to Pattern Recognition

Yuan Yan Tang, "Wavelet Theory and Its Application to Pattern Recognition"
English | 2009 | ISBN: 9814273953 | 484 pages | PDF | 8,9 MB

This 2nd edition is an update of the book "" 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

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Tags: Wavelet, Theory, Application, Pattern, Recognition

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