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A New Local Adaptive Wavelet Image De-noising Method

Authors :
Wang Jianming
Zhang Xing-hui
Li Shixin
Source :
2011 International Symposium on Computer Science and Society.
Publication Year :
2011
Publisher :
IEEE, 2011.

Abstract

In order to improve the signal to noise ratio of image, a local adaptive Wiener filter in wavelet domain is applied to a 2-D image. Several 1-D windows could be constructed on the direction character of sub-image in the filter window after wavelet transform. Then the adaptive filters could be obtained from the 1-D windows. With the effective weighted combination of filters in different 1-Dwindows, the sub-image local adaptive filters are generated. And the simulation of the adaptive filter shows it could remove the white noise of image and preserve the edge of images effectively.

Details

Database :
OpenAIRE
Journal :
2011 International Symposium on Computer Science and Society
Accession number :
edsair.doi...........4d6c782679bf5295534422bad82e2160