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Wavelet theory approach to pattern recognition / Yuan Yan Tang.
LIBRA QA403.3 .W374 2009
Available from offsite location
- Format:
- Book
- Series:
- Series in machine perception and artificial intelligence ; v. 74.
- Series in machine perception and artificial intelligence ; vol. 74
- Language:
- English
- Subjects (All):
- Wavelets (Mathematics).
- Pattern perception.
- Physical Description:
- xvii, 463 pages : illustrations ; 24 cm.
- Edition:
- Second edition.
- Place of Publication:
- Singapore ; Hackensack, NJ : World Scientific, [2009]
- Summary:
- 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 (booknews.com)
- Notes:
- 1st ed. entitled: Wavelet theory and its application to pattern recognition, by Yuan Yan Tang ... et al.
- Includes bibliographical references (pages 451-459) and index.
- Local Notes:
- Acquired for the Penn Libraries with assistance from the Louis A. Duhring Fund.
- ISBN:
- 9814273953
- 9789814273954
- OCLC:
- 327142051
- Publisher Number:
- 99937319750
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