Nonparametric technique of noise reduction in color images

Bogdan Smolka; Rastislav Lukac; Konstantinos N. Plataniotis; Anastasios N. Venetsanopoulos

doi:10.1117/12.504102

9 October 2003 Nonparametric technique of noise reduction in color images

Bogdan Smolka, Rastislav Lukac, Konstantinos N. Plataniotis, Anastasios N. Venetsanopoulos

Proceedings Volume 5146, Optical Metrology for Arts and Multimedia; (2003) https://doi.org/10.1117/12.504102
Event: Optical Metrology, 2003, Munich, Germany

Abstract

In this paper we address the problem of impulsive noise reduction in multichannel images. A new class of filters for noise attenuation is introduced and its relationship with commonly used filtering techniques is investigated. The computational complexity of the new filter is significantly lower than that of the Vector Median Filter, (VMF). Extensive simulation experiments indicate that the new filter outperforms the VMF, as well as other techniques currently used to eliminate impulsive noise in color images.

Citation Download Citation

Bogdan Smolka, Rastislav Lukac, Konstantinos N. Plataniotis, and Anastasios N. Venetsanopoulos "Nonparametric technique of noise reduction in color images", Proc. SPIE 5146, Optical Metrology for Arts and Multimedia, (9 October 2003); https://doi.org/10.1117/12.504102

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