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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
【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.
【Key words】 zernike moments; pseudo-zernike moments; fast algorithm;
- 【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