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
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