WAVELET THEORY APPROACH TO PATTERN RECOGNITION (2ND EDITION)
暫譯: 小波理論在模式識別中的應用(第二版)
Yuan Yan Tang
- 出版商: World Scientific Pub
- 出版日期: 2009-07-13
- 售價: $6,830
- 貴賓價: 9.5 折 $6,489
- 語言: 英文
- 頁數: 463
- 裝訂: Hardcover
- ISBN: 9814273953
- ISBN-13: 9789814273954
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商品描述
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
商品描述(中文翻譯)
本書的第二版是對2000年出版的《小波理論及其在模式識別中的應用》一書的更新。將新增三個章節,這些章節是2001年至2008年間的研究成果。本書分為兩部分 - 第一部分包含小波分析的基本理論,第二部分則包括小波理論在模式識別中的應用。新書提供了170個參考文獻的書目,包括小波分析在模式識別中的最新理論和應用。
- 連續小波變換
- 多解析度分析與小波基
- 一些典型的小波基
- 通過小波變換進行邊緣檢測
- 使用二次樣條小波變換對狄拉克邊緣的特徵化
- 新小波函數的構造及其在曲線分析中的應用
- 使用新小波函數對帶狀形狀進行骨架化
- 通過小波子模式和分隔維度進行特徵提取
- 通過2-D小波變換進行參考線檢測的文檔分析
- 使用B樣條小波變換進行中文字符處理
- 基於正交小波級數的分類器設計