J4 ›› 2007, Vol. 29 ›› Issue (2): 59-61.
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张琦 樊养余
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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)
张琦 樊养余. 基于小波矩不变量的海上目标识别[J]. J4, 2007, 29(2): 59-61.
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http://joces.nudt.edu.cn/CN/Y2007/V29/I2/59