Title :
An efficient approach to Salt & Pepper Impulse Noise Reduction using Iterative Impulse Detection and Correction Phases
Author :
Nallaperumal, Krishnan ; Varghese, Justin ; Saudia, S. ; Murugan, D. ; Rajalakshmi, K. ; Alwin, S.
Author_Institution :
Manonmaniam Sundaranar Univ., Tirunelveli
Abstract :
The paper presents an improved median filter for salt & pepper impulse noise removal. The computationally efficient filtering technique is implemented as a two pass algorithm involving identification of corrupted pixels that are to be filtered are perfectly detected into a flag image using an iterative fixed sized smaller window approach and modification of them by a valid median. Experimental results have shown that the proposed algorithm performs far more superior than many of the median filtering techniques reported in terms of retaining the fidelity of the image highly corrupted by impulse noises even to the tune of ninety percent impulse noise.
Keywords :
image denoising; impulse noise; median filters; image processing; iterative impulse correction phase; iterative impulse detection phase; median filtering technique; salt-pepper impulse noise reduction; two pass algorithm; Filtering algorithms; Filters; Image restoration; Iterative algorithms; Iterative methods; Noise level; Noise reduction; Phase detection; Phase noise; Pixel;
Conference_Titel :
Advanced Computing and Communications, 2006. ADCOM 2006. International Conference on
Conference_Location :
Surathkal
Print_ISBN :
1-4244-0716-8
Electronic_ISBN :
1-4244-0716-8
DOI :
10.1109/ADCOM.2006.4289957