(Publisher of Peer Reviewed Open Access Journals)

International Journal of Advanced Computer Research (IJACR)

ISSN (Print):2249-7277    ISSN (Online):2277-7970
Volume-3 Issue-13 December-2013
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Paper Title : Performance Analysis of Various Filters for Image Noise Removal in Different Noise Environment
Author Name : R. Srinivas, Satarupa Panda
Abstract :

In this paper, a comparative study on three types of noise as Salt & Pepper noise, Gaussian Noise and Speckle noise has been undertaken under six different noise densities varying from 10% to 60% with the use of four filters as Average filter(AF), Adaptive Median filter(AMF), Standard Median filter(SMF) and Alpha Trimmed Mean filter (ATMF). The result comparison has been done with the help of Mean Square Error (MSE), Peak Signal to Noise Ratio (PSNR) and Gain (%) to find a better method for the removal of noise in image in different noise conditions during acquisition.

Keywords : Filters, Noise, Mean Square Error, Peak Signal to Noise Ratio.
Cite this article : R. Srinivas, Satarupa Panda, " Performance Analysis of Various Filters for Image Noise Removal in Different Noise Environment " , International Journal of Advanced Computer Research (IJACR), Volume-3, Issue-13, December-2013 ,pp.47-52.