DocumentCode :
3205801
Title :
Improved rank conditioned median filter for removal of impulse noise from images
Author :
Singh, Kh Manglem ; Bora, Prabin K.
Author_Institution :
Dept. of Electron. & Commun. Eng., Indian Inst. of Technol., Guwahati, India
Volume :
1
fYear :
2002
fDate :
28-31 Oct. 2002
Firstpage :
557
Abstract :
This paper presents an improved rank-conditioned median filter, with the ability of the median filter to remove the impulse noise and the rank conditioned median filter to preserve edges and fine image details. The center pixel that lies outside the trimming range after ranking in the rank-conditioned median algorithm may not be the corrupted pixel, but it may be a pixel on the edge or image detail and therefore, it is further verified if the central sample is a possible candidate for being an impulse by thresholding. The better performance of the new filter is demonstrated.
Keywords :
filtering theory; image processing; impulse noise; median filters; center pixel; corrupted pixel; edge preservation; fine image details; image detail; improved rank conditioned median filter; impulse noise removal; rank-conditioned median algorithm; thresholding; trimming range; Computer vision; Digital filters; Digital images; Frequency; Image processing; Information filtering; Information filters; Low pass filters; Nonlinear filters; Pixel;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
TENCON '02. Proceedings. 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering
Print_ISBN :
0-7803-7490-8
Type :
conf
DOI :
10.1109/TENCON.2002.1181336
Filename :
1181336
Link To Document :
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