排序方式: 共有16条查询结果,搜索用时 15 毫秒
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A novel image fusion algorithm based on wavelet-based contourlet transform(WBCT)and principal com- ponent analysis(PCA)is proposed.The PCA method is adopted for the low-frequency components.Using the proposed algorithm to choose the greater of the active measures,the region consistency test is per- formed for the high-frequency components.Experiments show that the proposed method works better in preserving the edge and texture information than wavelet transform method and Laplacian pyramid(LP) method do in image fusion.Four indicators for the fusion image are given to compare the proposed method with other methods. 相似文献
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A novel image fusion algorithm based on wavelet-based contourlet transform (WBCT) and principal component analysis (PCA) is proposed. The PCA method is adopted for the low-frequency components. Using the proposed algorithm to choose the greater of the active measures, the region consistency test is performed for the high-frequency components. Experiments show that the proposed method works better in preserving the edge and texture information than wavelet transform method and Laplacian pyramid (LP) method do in image fusion. Four indicators for the fusion image are given to compare the proposed method with other methods. 相似文献
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基于改进的拉普拉斯金字塔变换的图像融合方法 总被引:9,自引:0,他引:9
介绍了传统的拉普拉斯变换存在的缺点以及改进的拉普拉斯变换的基本原理和重构方法,分析了新的重构算法能够在重构时抑制噪声的特点。提出了在图像融合过程中会引入噪声的问题,并通过实验分析了图像融合过程中引入的噪声情况。使用新的重构算法能够在图像重构过程中,而不是在系数处理过程中,有效抑制融合噪声。给出了基于改进的拉普拉斯变换方法进行图像融合的基本架构,并对变换系数的设置与融合过程的处理进行了详细的介绍。仿真实验的主客观性能比较表明,基于改进的拉普拉斯变换的图像融合方法比其它几种基于金字塔变换的融合效果要好得多。 相似文献
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Multi-focus image fusion algorithm based on shearlets 总被引:2,自引:0,他引:2