Description: Wavelet Theory Approach to Pattern Recognition, Hardcover by Tang, Yuan Yan, ISBN 9814273953, ISBN-13 9789814273954, Like New Used, Free shipping in the US Tang (Chongqing U., China) presents an updated and expanded edition of Wavelet Theory and its Application to Pattern Recognition, published in 2000. The first four chapters develop wavelet theory. Following an introduction and a review of established applications of wavelet theory to pattern recognition, Tang addresses the general theory of the continuous wavelet transform, multiresolution analysis and wavelet bases, the Mallat algorithm for implementing the discrete wavelet transform, and typical wavelet bases including the orthonormal and nonorthonormal bases. The remaining eight chapters detail applications developed by Tang and his research group, including 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-pattterns and divider dimensions, document analysis by reference line detection with 2-D wavelet transform, Chinese character processing with B-spline wavelet transform, and classifier design based on orthogonal wavelet series. Annotation ©2010 Book News, Inc., Portland, OR ()
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Book Title: Wavelet Theory Approach to Pattern Recognition
Author: Tang, Yuan Yan
Language: english
