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RM L-Filters in Wavelet Domain for Image Processing Applications

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4 Author(s)
Varela-Benitez, J.L. ; Mech. & Electr. Eng. Higher Sch., Nat. Polytech. Inst. of Mexico, Mexico City ; Gallegos-Funes, F. ; Ponomaryov, Volodymyr ; De la Rosa Vazquez, J.M.

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.

Published in:

Artificial Intelligence - Special Session, 2007. MICAI 2007. Sixth Mexican International Conference on

Date of Conference:

4-10 Nov. 2007