Wavelet Theory and Its Application to Pattern Recognition

Yuan Yan Tang, Jiming Liu, L H Yang, H Ma

Research output: Book/ReportBook or reportpeer-review

Abstract

This is not a purely mathematical book. It presents the basic principle of wavelet theory to electrical and electronic engineers, computer scientists, and students, as well as the ideas of how wavelets can be applied to pattern recognition. It also contains many novel research results from the authors' research team.

Contents:
Continuous Wavelet Transforms;
Multiresolution Analysis and Wavelet Bases;
Some Typical Wavelet Bases;
Edge Detection by Wavelet Transform;
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
Original languageEnglish
PublisherWorld Scientific Publishing
Number of pages300
ISBN (Electronic)9789814495165, 9789812385529
ISBN (Print)9789810238193
DOIs
Publication statusPublished - Jan 2000

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