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一种改进的Zernike正交矩亚像素边缘检测算法 被引量:52

Improved algorithm of subpixel edge detection using Zernike orthogonal moments
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摘要 在分析Ghosal提出的基于Zernike正交矩亚像素边缘检测算法的基础上,对Ghosal算法进行了改进。指出了Ghosal算法的两点不足,即没有考虑模板效应和没有考虑边缘梯度方向上的一阶导数模型。针对这种不足提出了改进方法。改进后的算法在计算边缘亚像素坐标时更准确,同时还具有细化边缘的能力,使边缘定位更精确。 Ghosal algorithm is improved, which is based on analyzing an algorithm of subpixel edge detection presented by Ghosal. It is pointed that Ghosal algorithm has two the shortcomings: not to consider the model effect and the first derivative model of the edge along the gradient direction of the edge. The improved method is presented aiming at the shortcomings. The subpixel coordinates of the edge calculated by the improved algorithm are more precise, and the improved algorithm has the ability of the thinning edge and the accurately locating edge.
出处 《光学技术》 CAS CSCD 2003年第4期500-503,共4页 Optical Technique
基金 国家自然科学基金资助项目(59635160 59575057)
关键词 Zernike正交矩 亚像素 边缘检测 模板效应 图象处理 edge detection model effect subpixel Zernike orthogonal moment
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参考文献2

  • 1Canny J. A computational approach to edge[J]. IEEE Trans PAMI, 1986, (8) :679--698.
  • 2Ghosal S, Mehrotra R. Orthogonal Moment Operators for Subpixel Edge Detection[J]. Pattern Recognition, 1993, 26(2) :295--306.

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