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引用原文作者的话描述本代码主要实现功能:

BEEPS. This ImageJ plugin smoothes an image without altering its edges. The smoothing is applied by the way of a bi-exponential filter, itself realized by a pair of one-tap recursions. It is therefore very fast; moreover, its computational cost is truly independent of the amount of smoothing. Meanwhile, the preservation of edges is obtained by a range filter akin to the range filter found in a bilateral filter。


核心数学原理:

image

image

image

image

其中 x 是图像输入, y 是图像输出。具体论文分析可见拙作:https://blog.csdn.net/bazhidao0031/article/details/81450815


效果图:

算法本身用于保边去噪,但高斯滤波器本身具有图片平滑效果,所以人脸磨皮效果更显著 (◕ܫ◕)

原图:

image

BEEPS:

image


操作流程:

运行主文件 BEEPS.m --> 选取图片(如果找不到目标图片,记得改为所有文件)--> 根据图片效果优化参数

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Bi-Exponential Edge-Preserving Smoother

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