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

Yuan Yan Tang (Author)

Book Description

ISBN-10: 9814273953 | ISBN-13: 978-9814273954 | Publication Date: July 6, 2009 | Edition: 2

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

Product Details

• Hardcover: 484 pages
• Publisher: World Scientific Publishing Company; 2 edition (July 6, 2009)
• Language: English
• ISBN-10: 9814273953
• ISBN-13: 978-9814273954
• Product Dimensions: 1.2 x 6.2 x 9.2 inches
• Shipping Weight: 1.8 pounds (View shipping rates and policies)
• Amazon Best Sellers Rank: #3,240,230 in Books (See Top 100 in Books)