首页> 外文会议>2014 2nd International Conference on Emerging Technology Trends in Electronics, Communication and Networking >Removal of high density salt-and-pepper noise by recursive enhanced median filtering
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Removal of high density salt-and-pepper noise by recursive enhanced median filtering

机译:通过递归增强中值滤波消除高密度盐和胡椒噪声

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摘要

In many applications the existence of impulsive noise in the acquired images is one of the most common problems. In present scenario median filters are very functional solution for the removal of impulse noise in the images. In general procedure firstly the noise is detected and then removed secondly. This paper proposes a novel method with two thresholds (Minimum threshold and maximum threshold) which detects noise more efficiently. Further the enhanced median value is use to replace the noisy pixels recursively. It furnishes a better Peak Signal to Noise Ratio (PSNR) as compared to many existing median filter based image de-noising methods.
机译:在许多应用中,所采集图像中存在脉冲噪声是最常见的问题之一。在当前情况下,中值滤波器是用于去除图像中脉冲噪声的非常实用的解决方案。在一般程序中,首先检测噪音,然后再消除噪音。本文提出了一种具有两个阈值(最小阈值和最大阈值)的新颖方法,该方法可以更有效地检测噪声。此外,增强的中值用于递归地替换噪声像素。与许多现有的基于中值滤波器的图像降噪方法相比,它提供了更好的峰值信噪比(PSNR)。

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