DocumentCode :
2152954
Title :
An Approach to Image Blind Denoising Based on Symmetric-Antisymmetric Orthonormal Multiwavelet and Multilevel Threshold
Author :
Zhang, Lin ; Wang, Shengqian ; Shu, Zhenghua ; Xie, Zhihua ; Gan, Lixin
Volume :
3
fYear :
2008
fDate :
27-30 May 2008
Firstpage :
279
Lastpage :
283
Abstract :
In this paper, a new method of image blind denoising is proposed based on symmetric-antisymmetric orthonormal multiwavelet and multilevel threshold. In this method, noise deviation of noised image is estimated firstly; then noised image is decomposed by Sa4 multiwavelet; thirdly according to coefficients energy distribution and estimated noise deviation, the coefficients of different scale are dealed with different threshold; finally image is reconstructed by using the inverse multiwavelet transform. Experimental results prove that this method can get rid of image noise effectively and preserve image details well.
Keywords :
Data preprocessing; Filters; Gallium nitride; Image processing; Laboratories; Noise reduction; Optical noise; Optical signal processing; Signal processing; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing, 2008. CISP '08. Congress on
Conference_Location :
Sanya, China
Print_ISBN :
978-0-7695-3119-9
Type :
conf
DOI :
10.1109/CISP.2008.259
Filename :
4566489
Link To Document :
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