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OALib Journal期刊
ISSN: 2333-9721
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An Improved Edge''''s Orientation Estimation Algorithm in Anisotropic High-pass Filtering
各向异性高通滤波中一种改进型边缘方向估计算法

Keywords: coordinate transformation,edge's orientation estimation,anisotropic high-pass filtering
坐标变换
,边缘方向估计,各向异性高通滤波

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Abstract:

The edge's orientation obtained with the method of the gray gradient orientation is quite different from the real edge's orientation.Therefore,it causes the deterioration of the high-pass filtering performance,if we place the filter according to the estimated angle obtained with the gray gradient orientation.The influences of the angle of edge's orientation and filter's long axis on the filtering performance have been studied in this paper.Based on the analysis of the curve and combined with a coordinate transformation,an improved algorithm on the method of the gray gradient orientation is proposed.Because of the algorithm making full use of the pixels in the region for a better estimation,then the optimized estimated angle is selected,which is closer to that of the real edge's orientation.If the orientation of the filter's long axis is strictly consistent with that of the real edges,the filtering performance and its material experimental data are regarded as a performance criterion.The experimental result shows that using the algorithm,both the filtering performance and its material experimental data are close better to the performance criterion mentioned above.

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