• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2007, Vol. 29 ›› Issue (2): 59-61.

• 论文 • 上一篇    下一篇

基于小波矩不变量的海上目标识别

张琦 樊养余   

  • 出版日期:2007-02-01 发布日期:2010-06-01

  • Online:2007-02-01 Published:2010-06-01

摘要:

针对识别海上目标时不同目标相似性大的特点,将不变矩理论与小波分析相结合,本文引入一种基于小波矩不变量的特征提取法,并且为得到一组局部最优特征组而提出一种结合DB Index准则的特征选择法。在仿真实验中,将小波矩不变量与Hu矩、Zernike矩进行了比较。实验表明,小波矩不变量具有更好的识别效果。

关键词: 矩不变量 小波不变矩 海上目标 特征选择 DB Index准则

Abstract:

For the recognition of different similar target-on-sea objects,a set of wavelet moment invariants are applied based on the invariant moment theory an  wavelet analysis,and a feature selection method based on the DB Index criterion is presented in order to get a locally optimum feature set.The experime ntal results prove that this algorithm is superior to Hu's moment invariants and Zernike's moment invariants on recognition efficiency.

Key words: (moment invariants,wavelet invariant moment,target-on-sea,feature selection,DB Index criterion)