小波域RM - l滤波器在图像处理中的应用

2007 Sixth Mexican International Conference on Artificial Intelligence, Special Session (MICAI) Pub Date : 2007-11-04 DOI:10.1109/MICAI.2007.22

J.L. Varela-Benitez, F. Gallegos-Funes, V. Ponomaryov, J.M. de la Rosa Vazquez

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引用次数: 1

摘要

本文给出了小波域RM - l滤波器在图像处理应用中去除脉冲和乘性噪声的能力特征。该滤波器在l -滤波器的滤波方案中使用了鲁棒rm估计量。大量的仿真结果表明，通过平衡噪声抑制和细节保留之间的权衡，所提出的滤波器始终优于其他滤波器。

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RM L-Filters in Wavelet Domain for Image Processing Applications

In this paper we present the capability features of the RM L-filter in the wavelet domain for the removal of impulsive and multiplicative noise in image processing applications. The proposed filter uses the robust RM-estimator in the filtering scheme of L-filter. Extensive simulation results have demonstrated that the proposed filter consistently outperforms other filters by balancing the tradeoff between noise suppression and detail preservation.

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来源期刊

2007 Sixth Mexican International Conference on Artificial Intelligence, Special Session (MICAI)

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