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Impulse noise features for automatic selection of noise cleaning filter

机译:脉冲噪声功能可自动选择噪声清除滤波器

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摘要

The noise removal is an important aspect of image processing, because the human visual system is very sensitive to the high amplitude of noise signals, thus noise in an image can result in a subjective loss of information. There are a lot of methods for impulse noise removal like the median or the outlier filter. But there are only few measuring methods for the quality of a smoothed image. In most cases the developed filters are tested on standard images. On the other hand it is difficult to decide, which filter should be used for a given image with impulse noise introduced to it.
机译:噪声消除是图像处理的重要方面,因为人类视觉系统对噪声信号的高幅度非常敏感,因此图像中的噪声会导致主观信息丢失。有许多方法可以消除脉冲噪声,例如中值滤波器或离群滤波器。但是,只有很少的测量方法可以处理平滑图像的质量。在大多数情况下,已开发的滤镜在标准图像上进行测试。另一方面,很难确定对于脉冲噪声引入给定图像的给定图像应使用哪个滤波器。

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