Title :
Adaptive shrinkage de-noising using neighbourhood characteristic
Author :
Shengqian, W. ; Yuanhua, Z. ; Daowen, Z.
Author_Institution :
Inst. of Image Commun. & Inf. Process., Shanghai Jiao Tong Univ., China
fDate :
5/23/2002 12:00:00 AM
Abstract :
A new adaptive shrinkage de-noising algorithm for images based on the neighbourhood characteristics is presented. This algorithm determines the shrinkage thresholds according to the neighbouring coefficients and the noise level. The experimental results show a great improvement with respect to the standard wavelet shrinkage algorithms
Keywords :
image processing; image restoration; interference suppression; wavelet transforms; adaptive shrinkage de-noising algorithm; image de-noising; neighbourhood characteristics; shrinkage thresholds; wavelet shrinkage algorithms;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20020352
