DocumentCode :
2872173
Title :
A Nonlinear Filter Based on Row and Column Operation for Positive Impulsive Noise Reduction
Author :
Chen, Shuyue ; Qiu, Yun ; Feng, Jun
Author_Institution :
Sch. of Inf. Sci. & Eng., Jiangsu Polytech. Univ., Changzhou, China
Volume :
2
fYear :
2009
fDate :
18-19 July 2009
Firstpage :
44
Lastpage :
46
Abstract :
The positive impulsive noise may be caused by electron radiation in the photo-electronic imaging system. A novel nonlinear filter based on row and column filtering(RCF) was presented and its denoise and detail preservation properties were analyzed. According to the statistical behaviors of each row and column of an image, the pixel value is determined by its neighborhood. Each row is operated firstly. Then each column processing gives the final result. The given filter was compared with median filter, recursive median filter, adaptive filter and robust statistical adaptive filter through the computer simulations. It is shown that the filter is of a high performance for positive impulsive noise removal and detail preservation.
Keywords :
image denoising; impulse noise; nonlinear filters; electron radiation; nonlinear filter; photoelectronic imaging; positive impulsive noise reduction; recursive median filter; robust statistical adaptive filter; row and column filtering; Adaptive filters; Electronic mail; Information filtering; Information filters; Information processing; Information science; Noise reduction; Noise robustness; Nonlinear filters; Pixel; image denoise; image processing; impulsive noise; nonlinear filter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Processing, 2009. APCIP 2009. Asia-Pacific Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-0-7695-3699-6
Type :
conf
DOI :
10.1109/APCIP.2009.147
Filename :
5197132
Link To Document :
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