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Construction of Optimal Multiwavelet and Its Application in Image Denoising

Authors :
Liu Yajun
Zeng Zhaohui
Source :
2009 Second International Workshop on Computer Science and Engineering.
Publication Year :
2009
Publisher :
IEEE, 2009.

Abstract

In the application of multiwavelet in image processing, the properties such as orthogonality, symmetry, vanishing moment, regularity, optimum time-frequency resolution (OPTFR) are very important. Through the algorithm we designed that synthetically used the method of parameterization, genetic algorithm and compound Simpson formula, we constructed multiwavelets which are better than the present ones in those properties. Application in image processing showed that the denoising performance of some of our multiwavelets are better than the best multiwavelets of Jiang’s J_EX2 and CL when dealing with smooth image and texture image.

Details

Database :
OpenAIRE
Journal :
2009 Second International Workshop on Computer Science and Engineering
Accession number :
edsair.doi...........a4d8755c450dbf4a1c5dea151419bd3b
Full Text :
https://doi.org/10.1109/wcse.2009.796