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一种新的Pseudo-Zernike矩的快速算法

A Novel Algorithm for Fast Computation of Pseudo-Zernike Moments

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【作者】 夏婷周卫平李松毅舒华忠

【Author】 XIA Ting,ZHOU Wei-ping,LI Song-yi,SHU Hua-zhong (Department of Computer Science and Technology,Southeast University,Nanjing,Jiangsu 210096,China)

【机构】 东南大学计算机科学与技术系东南大学计算机科学与技术系 江苏南京210096江苏南京210096江苏南京210096

【摘要】 Zernike矩因具有正交性和旋转不变性而广泛应用于模式识别、图像分析等领域.Pseudo-Zernike矩具有与Zernike矩相似的性质,但它较Zernike矩具有更好的抗噪声性.由于pseudo-Zernike矩的复杂性,相关的快速算法的研究尚未得到很好的解决.本文根据pseudo-Zernike矩自身的特点,推导了一种快速有效的计算方法.

【Abstract】 Zernike moments are widely used in the fields of pattern recognition and image analysis due to their good properties such as orthogonality and rotation invariance.Pseudo-Zernike moments have similar properties as those of Zernike moments;moreover,they are less sensitive to image noise than the conventional Zernike moments.However,the problem of fast computation of pseudo-Zernike moments has not been well solved due to the complexity of the pseudo-Zernile polynomials.In this paper,we present a novel method for fast computing the pseudo-Zernike moments.

【基金】 国家自然科学基金(No.60272045)
  • 【文献出处】 电子学报 ,Acta Electronica Sinica , 编辑部邮箱 ,2005年07期
  • 【分类号】TN911.73
  • 【被引频次】41
  • 【下载频次】419
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