Wavelet Theory and Its Application to Pattern Recognition (Series in Machine Perception and Artificial Intelligence) - ISBN:9814273953

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

Date: 23 May 2011, 03:38

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Product Description: This 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

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