Wavelet Theory Approach to Pattern Recognition

Wavelet Theory Approach to Pattern Recognition

eBook - 2009
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The 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, are added. The book consists of three parts OCo the first presents a brief survey of the status of pattern recognition with wavelet theory; the second contains the basic theory of wavelet analysis; the third 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. Sample Chapter(s). Chapter 1: Introduction (3,159 KB). Contents: 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. Readership: Researchers, academics and postgraduate students in pattern recognition/image analysis; machine perception, artificial intelligence and electrical & electronic engineering.
Publisher: New Jersey : World Scientific, c2009.
Edition: 2nd ed.
ISBN: 9789814273961
Branch Call Number: ELECTRONIC BOOK
Characteristics: 1 online resource (xvii, 463 p.) : ill.
Additional Contributors: Tang, Yuan Yan 1943-
ebrary, Inc


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