DocumentCode
3313569
Title
A Spatial Median Filter for noise removal in digital images
Author
Church, James C. ; Chen, Yixin ; Rice, Stephen V.
Author_Institution
Univ. of Mississippi, Oxford
fYear
2008
fDate
3-6 April 2008
Firstpage
618
Lastpage
623
Abstract
In this paper, six different image filtering algorithms are compared based on their ability to reconstruct noise-affected images. The purpose of these algorithms is to remove noise from a signal that might occur through the transmission of an image. A new algorithm, the spatial median filter, is introduced and compared with current image smoothing techniques. Experimental results demonstrate that the proposed algorithm is comparable to these techniques. A modification to this algorithm is introduced to achieve more accurate reconstructions over other popular techniques.
Keywords
image denoising; image reconstruction; median filters; smoothing methods; spatial filters; digital image noise removal; image filtering algorithm; image reconstruction; image smoothing technique; spatial median filter; Color; Digital cameras; Digital filters; Digital images; Digital photography; Filtering algorithms; Image reconstruction; Nonlinear filters; Signal processing algorithms; Smoothing methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Southeastcon, 2008. IEEE
Conference_Location
Huntsville, AL
Print_ISBN
978-1-4244-1883-1
Electronic_ISBN
978-1-4244-1884-8
Type
conf
DOI
10.1109/SECON.2008.4494367
Filename
4494367
Link To Document