Wavelet theory and its application to pattern recognition

Author(s)

• Tang, Yuan Yan

Bibliographic Information

Wavelet theory and its application to pattern recognition

Y.Y. Tang ... [et al.]

（Series in machine perception and artificial intelligence / editors, H. Bunke, P.S.P. Wang, v. 36）

World Scientific, c2000

Note

Bibliography: p. 337-342

Includes index

Description and Table of Contents

Description

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.

Table of Contents

• Continuous wavelet transforms
• multiresolution analysis and wavelet bases
• some typical wavelet bases
• edge detection by wavelet transform
• 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.

by "Nielsen BookData"

Details

• NCID: BA46047469
• ISBN:
  • 9810238193
• Country Code: si
• Title Language Code: eng
• Text Language Code: eng
• Place of Publication: Singapore
• Pages/Volumes: xiv, 345 p.
• Size: 23 cm
• Subject Headings:
  • LCSH : Wavelet theory
  • LCSH : Pattern recognition systems
• Parent Bibliography ID:
  • BA17261443