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文章基本信息

  • 标题:New Set of Rotationally Legendre Moment Invariants
  • 作者:Khalid M. Hosny
  • 期刊名称:International Journal of Computer Systems Science and Engineering
  • 印刷版ISSN:1307-430X
  • 出版年度:2008
  • 卷号:04
  • 期号:03
  • 页码:176-176
  • 出版社:World Academy of Science, Engineering and Technology
  • 摘要:Orthogonal Legendre moments are used in several pattern recognition and image processing applications. Translation and scale Legendre moment invariants are achieved directly by using Legendre polynomials. Unfortunately, this method can not convert into a rotational invariant form. This is a big disadvantage and limits the use of Legendre moment invariants in many vital applications. In this paper, an indirect method is used in computing invariant Legendre moments as a linear combination of translation, scaling and rotation geometric moment invariants. Geometric moment invariants are computed exactly for symmetric as well as non-symmetric binary and gray-scale images. According to the tremendous reduction of the computational complexity, the proposed set of Legendre descriptors is suitable for large size images. The performance of these descriptors is evaluated by using a set of standard images.
  • 关键词:Legendre moment invariants, geometric moments, symmetric images.
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