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OALib Journal期刊
ISSN: 2333-9721
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Multifocus image fusion scheme based on features contrast of lifting stationary wavelet
提升静态小波特征对比度多聚焦图像融合算法*

Keywords: image fusion,lifting stationary wavelet transform(LSWT),features contrast,sum-modified-Laplacian(SML)
图像融合
,提升静态小波变换,特征对比度,改进拉普拉斯能量和

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Abstract:

For the fusion problem of the multifocus image,this paper proposed a novel image fusion algorithm based on LSWT and features contrast.In this method,proposed a new image fusion rule based on visual characteristic contrast of sum-modified-Laplacian(SML)and used to select the coefficients of the fused subimage from the clear parts of the lowpass subband.For choosing the highpass subband coefficients,developed local feature contrast according to the characteristic of human vision system which was highly senstive to the local contrast change.Then proposed a novel fusion rule for fusing the highpass subband coefficients.Experimental results demonstrate the proposed image fusion method is effective and can provide better performance in fusing multifocus images than the traditional image fusion methods in both visual quality and objective evaluation criteria.

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