将图像方差标准化进行比较我要分享

The image variance standardization comparison

边缘检测算法 方差标准化 梯度值

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代码分类: 智能算法

开发平台: matlab

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代码描述

中文说明:

对于一些图像来说,常用的边缘检测算法有时候无法设立合适的阈值将它们的梯度较小的模糊边缘检测出来。为了解决这个问题,有两种解决方法:将图像方差标准化,拉大模糊边缘的梯度值,或通过设置sigmoid函数,将像素所在区域的信息传递到梯度值中去,对其进行调整,就能找到合适阈值,有效地将模糊边缘提取出来。本程序把这两种算法实现并与与传统算法进行了比较。


English Description:

For some images, the commonly used edge detection algorithm is sometimes unable to set up a suitable threshold gradient of them smaller fuzzy edge detection.In order to solve this problem, there are two solutions: the image variance standardization, widening the fuzzy edge of the gradient values, or by setting the sigmoid function, transfer the information of the pixel area to the gradient values, to adjust, can find a suitable threshold, to pick up the fuzzy edge effectively.The two kinds of algorithm implementation and this procedure and are compared with those of the traditional algorithm.


代码预览

byjc.txt