改进均值滤波算法及应用研究

Research into The Application of An Improved mean filter algorithm

中值滤波是一种有效抑制盐椒噪声的滤波算法,但它最大的缺点是模糊了细节。本文提出一种基于中值的加权均值滤波算法,并将该方法应用于玻璃瓶瓶口检测中。实验结果表明该方法有效地去除盐椒噪声的同时能很好地保持图像细节。

Median filtering is the earliest algorithm for effectively removing salt and pepper noise ,but the greatest disadvantage of it is that it makes the details fuzzy.This paper propose a weighted mean filtering algorithm based on Median and detect bottle with it . It has proved that this algorithm can not only effectively remove salt and pepper noise ,but also protect the details.