有效去除图像中脉冲噪声的新型滤波算法
New Effective Filtering Algorithm for the Removal of Impulse Noise from Images
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摘要: 提出一种基于局部极值噪声检测的迭代中值滤波算法.该算法集中了minmax算法与PSM算法各自的优势,并将两种算法有机地结合起来.经过实验仿真并与其他滤波算法进行比较表明,该算法可以有效地去除图像中的脉冲噪声,尤其是在噪声密度非常大的情况下表现了很好的性能.Abstract: An iterative median filter based on local extreme value noise detection for the removal of impulse noise from images is presented.It combines the merits of minmax algorithm and PSM algorithm.Simulation results demonstrate that this algorithm is superior to other existing median-based filters,being especially effective for the cases where the images are extremely highly corrupted.
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