用于脉冲噪声去除的开关中值滤波器研究进展

S. Vishaga, S. L. Das
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引用次数: 24

摘要

脉冲噪声是数字图像处理中的主要问题之一。脉冲噪声会破坏图像,也会破坏图像中的精细细节。对图像采用不同的滤波算法来去除采集过程中图像中存在的脉冲噪声。图像中损坏的像素采用最小或最大灰度级。图像去噪滤波器基于中值滤波器。综述了中值滤波器的各种变体,如加权中值滤波器、自适应切换中值滤波器、三态切换中值滤波器、基于改进决策的非对称三态中值滤波器。
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A survey on switching median filters for impulse noise removal
Impulse noise is one of the major problems in digital image processing. Impulse noise can corrupt the images and also damage the fine details in the image. Different filtering algorithms are applied on images to remove the impulse noise that are present in image during acquisition. Corrupted pixels in image take either the minimum or maximum gray level. Image denoising filters are based on the median filter. Survey on Variants of median filters like weighted median filter, adaptive switching median filter, triststate switching median filter, modified decision based unsymmentrictristate median filter are discussed in his paper.
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