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文章基本信息

  • 标题:The Shape Recognition Based on Structure Moment Invariants
  • 作者:Zongmin Li ; Kunpeng Hou ; Yujie Liu
  • 期刊名称:International Journal of Information Technology
  • 印刷版ISSN:1305-239X
  • 电子版ISSN:1305-2403
  • 出版年度:2006
  • 卷号:12
  • 期号:02
  • 出版社:World Enformatika Society
  • 摘要:

    Object shape comparability is a challenging problem in the field of pattern recognition and
    computer vision. The method based on the geometric moment invariants is the typical method
    in these applications. This paper introduces structure moment invariants based on the geometric
    moment invariants from transforming the density in geometric moments into a new density.
    The difference in the shapes is increased by using the structure moment invariants. Therefore,
    this method can be used in object shape analysis. To support our new theory , an algorithm for
    object shape analysis is designed and experiments based on square transform are conducted.
    Experiments give an encouraging high recognition rate by using the structure moment invariants.«

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