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Wavelet Theory and Its Application to Pattern Recognition

From Y Y Tang

Wavelet Theory and Its Application to Pattern Recognition

Book Informations

  • Released: 2000-01-25
  • Pages: 300
  • Language: en
  • ISBN-10:9814495166
  • ISBN-13:9789814495165

Beschreibung

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 TransformsMultiresolution Analysis and Wavelet BasesSome Typical Wavelet BasesEdge Detection by Wavelet TransformFeature Extraction by Wavelet Sub-Patterns and Divider DimensionsDocument Analysis by Reference Line Detection with 2-D Wavelet TransformChinese Character Processing with B-Spline Wavelet TransformClassifier Design Based on Orthogonal Wavelet Series Readership: Computer science graduates and researchers interested in wavelet theory and its application. Keywords:Wavelet Basis;Wavelet Transform;Multiresolution Analysis;Lipschitz Regularity, Singularity;Pattern Recognition;Document Analysis;Feature Extraction;Edge Detection;Line Detection;Fractal
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