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
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;
Conference_Titel :
Southeastcon, 2008. IEEE
Conference_Location :
Huntsville, AL
Print_ISBN :
978-1-4244-1883-1
Electronic_ISBN :
978-1-4244-1884-8
DOI :
10.1109/SECON.2008.4494367