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