Vector Median M-Type L Filter to Process Multichannel Images

Authors:
Antonio Toledo-Lopez;Francisco J. Gallegos-Funes;Volodymyr Ponomaryov
Affiliations:
National Polytechnic Institute of Mexico, Mechanical and Electrical Engineering Higher School, UPALM Zacatenco, Mexico D.F., Mexico 07738;National Polytechnic Institute of Mexico, Mechanical and Electrical Engineering Higher School, UPALM Zacatenco, Mexico D.F., Mexico 07738;National Polytechnic Institute of Mexico, Mechanical and Electrical Engineering Higher School, UPALM Zacatenco, Mexico D.F., Mexico 07738
Venue:
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Year:
2008

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Abstract

The Vector Median M-type L (VMML) -filter to remove impulsive noise from color images and video color sequences is presented. This filter utilizes multichannel image processing by using the vector approach and the Median M-Type L (MML) algorithm. Simulation results indicate that the proposed filter consistently outperforms other color image filters by balancing the tradeoff between noise suppression, detail preservation, and color retention.