DocumentCode :
669144
Title :
An efficient new edge preserving technique for removal of salt and pepper noise
Author :
Kumar, Ajit ; Agarwal, Nishant ; Bhadviya, Juhi ; Mittal, Gaurav ; Ramponi, Giovanni
Author_Institution :
LNM Inst. of Inf. Technol., Jaipur, India
fYear :
2013
fDate :
4-6 Sept. 2013
Firstpage :
16
Lastpage :
19
Abstract :
This paper proposes an efficient procedure for removal of salt and pepper noises from the noisy images on the basis of their local edge preserving filters. This algorithm consists of two major stages. In the first stage, the maximum and minimum pixel value in the the corrupted image is used to select noisy pixels or noise free pixels and then in second stage, local edge preserving filters are used on the basis of noisy pixel detected and the nature of its neighboring pixels in the selected window. Comparing the obtained results with other computationally simple noise removal techniques, our proposed algorithm gives much better qualitative and quantitative performance. Due to its simplicity and low computational cost, our method is suitable for its application in many real time situations.
Keywords :
computational complexity; filtering theory; image denoising; computational cost; local edge preserving filters; maximum pixel value; minimum pixel value; noise free pixels; noisy images; noisy pixels; salt and pepper noise removal; Detectors; Image edge detection; Image restoration; Noise; Noise measurement; Noise reduction; Signal processing algorithms; Edge Preserving; Median Filter; Noise Detection; Salt and Pepper Noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing and Analysis (ISPA), 2013 8th International Symposium on
Conference_Location :
Trieste
Type :
conf
DOI :
10.1109/ISPA.2013.6703707
Filename :
6703707
Link To Document :
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