Title :
A New Approach to Impulse Noise Removal for Color Image
Author :
Xu, Qing ; Zhang, Rui ; Sbert, Mateu
Author_Institution :
Tianjin Univ., Tianjin
Abstract :
This paper presents a new two-stage approach to impulse noise removal for color image. The first step is the impulse detection, in which the so-called rank-ordered absolute differences (ROAD) is used to determine whether a pixel is impulsive to be removed. The second step does noise suppression based on maximizing the proposed pixel similarity measure that considers both magnitude and angular information of pixel vectors´ difference. Experimental results show that our method can remove impulse noise effectively, and in the meantime can preserve chromaticity and image details very well.
Keywords :
image colour analysis; image denoising; impulse noise; ROAD; color image; impulse noise removal; noise suppression; pixel similarity measure; rank-ordered absolute differences; Attenuation; Color; Colored noise; Computer science; Information filtering; Information filters; Noise measurement; Performance gain; Pixel; Statistics;
Conference_Titel :
Multimedia and Expo, 2007 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
1-4244-1016-9
Electronic_ISBN :
1-4244-1017-7
DOI :
10.1109/ICME.2007.4284988