DocumentCode :
228252
Title :
Removal of salt and pepper noise using Advanced Modified Decision based Unsymmetric Trimmed Median Filter
Author :
Chaitanya, N. Krishna ; Sreenivasulu, P.
Author_Institution :
Dept. of ECE, P.B.R. Visvodaya Inst. of Technol. & Sci., Kavali, India
fYear :
2014
fDate :
13-14 Feb. 2014
Firstpage :
1
Lastpage :
4
Abstract :
In this paper we are presenting a novel approach for removal of salt and pepper noise from the high density salt & pepper noisy images, using Iterative Modified Decision based Unsymmetric Trimmed Median Filter. The existing MDBUTMF is unable to restore the original image from the noisy one if noise density is more than 70%. The performance of the proposed method is analyzed by using various qualities of metrics, such as Mean Square Error (MSE) and Peak Signal to Noise ratio (PSNR). Simulation results clearly show that the proposed method is out performs both in qualitative as well quantitative fidelity criteria, when it is compared with MDBUTMF.
Keywords :
image denoising; image restoration; iterative methods; median filters; MDBUTMF; high density salt image; image restoration; iterative modified decision based unsymmetric trimmed median filter; pepper noise removal; pepper noisy image; salt noise removal; Noise measurement; PSNR; image; impulse noise; median filter; noise density;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics and Communication Systems (ICECS), 2014 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-2321-2
Type :
conf
DOI :
10.1109/ECS.2014.6892524
Filename :
6892524
Link To Document :
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