Application of Constraint CMA Blind Equalization Algorithm in the Medical Image Restoration

Jin Zhang; Ya Jie Mao; Li Yi Zhang; Yun Shan Sun

doi:10.4028/www.scientific.net/AMM.263-266.2109

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 263-266Application of Constraint CMA Blind Equalization...

Application of Constraint CMA Blind Equalization Algorithm in the Medical Image Restoration

Abstract:

A constraint constant module blind equalization algorithm for medical image based on dimension reduction was proposed. The constant modulus cost function applied to medical image was founded. In order to improve the effect of image restoration, a constraint item was introduced to restrict cost function, and it guarantees that the algorithm converge the optimal solution. Compared to the traditional methods, the novel algorithm improves peak signal to noise ratio and restoration effects. Computer simulations demonstrate the effectiveness of the algorithm.

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Periodical:

Applied Mechanics and Materials (Volumes 263-266)

Pages:

2109-2112

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.263-266.2109

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Online since:

December 2012

Authors:

Jin Zhang, Ya Jie Mao, Li Yi Zhang, Yun Shan Sun

Keywords:

Blind Equalization, Constraint Constant Module, Cost Function, Medical Image

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References

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