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OALib Journal期刊
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Statistical approach of edge detection
一种基于统计的图像边缘检测方法

Keywords: local standardization for gradient threshold,image smoothing,edge detection,non-maxima suppression
局部标准化阈值
,图像平滑,边缘检测,非极大值抑制,基于统计,图像边缘,检测方法,edge,detection,approach,效果,比较,边缘算子,梯度阈值,标准化,局部,使用统计,非极大值抑制,协方差矩阵,梯度向量,计算

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Abstract:

A statistical approach of edge detection was presented. First, this approach determined gradient vector and variancecovariance. Second,it made use of non-maxima suppression to every gradient vector. Last, local standardization for gradient threshold base on statistical approach was computed and use it for edge detection. To compare with well-known edge detectors, this approach not only detects real boundary of image, but also effectively suppresses the false edge of image. This new approach receives a good effect.

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