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活动标架的构造及其在模式识别中的应用研究

成丽美 袁伟 姚若侠

计算机工程与应用Issue(19):147-152,6.
计算机工程与应用Issue(19):147-152,6.DOI:10.3778/j.issn.1002-8331.1112-0527

活动标架的构造及其在模式识别中的应用研究

Constructing moving frames and differential invariants and its applications in pattern recognition

成丽美 1袁伟 1姚若侠1

作者信息

  • 1. 陕西师范大学 计算机科学学院,西安 710062
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摘要

Abstract

This paper presents a classical algorithm and an improved recursive method to construct moving frames and differential invariants based on the moving frame theory developed by Peter J. Olver and Mark Fels. It takes an example to demonstrate the constructive processes of two methods respectively for a Lie transformation group. The results indicate that the recursive algorithm has more advantages than the classical Maurer-Cartan approach, which can be applied to arbitrary group actions systematically. More importantly, it does not need the existing of a slice. Especially for multi-parameter transformation group, this recursive method is more convenient while constructing the corresponding moving frames and differential invariants. It is important that the corresponding Maurer-Cartan forms can be obtained as by-products step by step. The results presented here not only are new, but also provide a fundamental theory tool to the application study of signature curve for differential invariants.

关键词

递归算法/经典Maurer-Cartan算法/活动标架/微分不变量

Key words

recursive algorithm/classical Maurer-Cartan approach/moving frame/differential invariant

分类

信息技术与安全科学

引用本文复制引用

成丽美,袁伟,姚若侠..活动标架的构造及其在模式识别中的应用研究[J].计算机工程与应用,2013,(19):147-152,6.

基金项目

国家自然科学基金面上项目(No.11071278)。 ()

计算机工程与应用

OACSCDCSTPCD

1002-8331

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