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Wavelet theory and its application to pattern recognition [electronic resource] /Y.Y. Tang ... [et al.].

Contributor(s): Tang, Yuan Yan, 1943-.
Material type: materialTypeLabelBookSeries: Series in machine perception and artificial intelligence: vol. 36.Publisher: Singapore ; River Edge, N.J. : World Scientific, c2000Description: 1 online resource (xiv, 344 p.) : ill.ISBN: 9812385525 (electronic bk.); 9789812385529 (electronic bk.).Subject(s): Wavelets (Mathematics) | Pattern recognition systems | MATHEMATICS -- Infinity | WAVELET ANALYSIS | PATTERN RECOGNITION | ARTIFICIAL INTELLIGENCE | IMAGE ANALYSIS | EXPERT SYSTEMS | IMAGE PROCESSING | KNOWLEDGE REPRESENTATION | SYSTEMS ENGINEERING | NATURAL LANGUAGE (COMPUTERS) | KNOWLEDGE BASES (ARTIFICIAL INTELLIGENCE)Genre/Form: Electronic books.DDC classification: 515.2433 Online resources: EBSCOhost
Contents:
Jacket; Cover; Contents; Preface; Chapter 1 Introduction; Chapter 2 Continuous Wavelet Transforms; Chapter 3 Multiresolution Analysis and Wavelet Bases; Chapter 4 Some Typical Wavelet Bases; Chapter 5 Edge Detection by Wavelet Transform; Chapter 6 Feature Extraction by Wavelet Sub-Patterns and Divider Dimensions; Chapter 7 Document Analysis by Reference Line Detection with 2-D Wavelet Transform; Chapter 8 Chinese Character Processing with B-Spline Wavelet Transform; Chapter 9 Classifier Design Based on Orthogonal Wavelet Series; List of Symbols; Bibliography; Index;
Summary: 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.
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Includes bibliographical references (p. 337-342) and index.

Description based on print version record.

Jacket; Cover; Contents; Preface; Chapter 1 Introduction; Chapter 2 Continuous Wavelet Transforms; Chapter 3 Multiresolution Analysis and Wavelet Bases; Chapter 4 Some Typical Wavelet Bases; Chapter 5 Edge Detection by Wavelet Transform; Chapter 6 Feature Extraction by Wavelet Sub-Patterns and Divider Dimensions; Chapter 7 Document Analysis by Reference Line Detection with 2-D Wavelet Transform; Chapter 8 Chinese Character Processing with B-Spline Wavelet Transform; Chapter 9 Classifier Design Based on Orthogonal Wavelet Series; List of Symbols; Bibliography; Index;

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.

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Other editions of this work

Wavelet theory and its application to pattern recognition by Tang Y Y

World Scientific (Singapore) , 2000 xiv,345p. 56

Wavelet theory approach to pattern recognition ©2009

World Scientific Pub. Co., (Singapore ; | Hackensack, N.J. :) 1 online resource (xvii, 463 p.) : ill. (some col.) 56

Wavelet theory approach to pattern recognition ©2009

World Scientific Pub. Co., (Singapore ; | Hackensack, N.J. :) 1 online resource (xvii, 463 p.) : ill. (some col.) 56

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