Title :
New denoising algorithm of multiple noisy image copies based on alpha-stable distributions
Author :
Abdelwahhab Boudjelal;Bilal Attallah;Zoubeida Messali
Author_Institution :
Department of Electronics University of M´sila, Algeria
Abstract :
This paper deals with the recovery of an image from noisy observations when multiple noisy copies of the image are available. Two configurations based on wavelet shrinkage algorithm and averaging technique are proposed. The performance of these methods is an improvement upon other methods proposed in the literature and are algorithmically simple for large computational saving. The proposed structures take a number of noisy copies of the image onto consideration in the computation of the threshold.
Keywords :
"Noise measurement","Bayes methods","Noise reduction","Wavelet transforms","Wavelet domain","Standards"
Conference_Titel :
New Technologies of Information and Communication (NTIC), 2015 First International Conference on
Print_ISBN :
978-1-4673-6684-7
DOI :
10.1109/NTIC.2015.7368751