Fusion of infrared and visible images based on compressive sensing

	Fusion of infrared and visible images based on compressive sensing
	Zhou, Y.-R.; A.-H. Geng; Q. Zhang; J. Chen and Y.-X. Dong
	2015
发表期刊	Guangxue Jingmi Gongcheng/Optics and Precision Engineering
卷号	23 期号:3 页码:855-863
摘要	A novel method to fuse infrared and visible images was proposed based on compressive sensing theory. The method combined Contourlet Transform (CT) with Wavelet Transform (WT) to increase the sparsity of transformed coefficients and also to improve sample patterns and fusion rules. Firstly, the original images were decomposed in a Contourlet domain, and orthogonal wavelet transform was applied to the high level decomposed coefficients. Then, the composite double radially sampling mode with different sampling rates in each decomposition level was used to perform the linear measurements of coefficients and to fuse the measurement values using different rules in each level. Finally, the fused image was reconstructed by using nonlinear conjugate-gradient solution. The experimental results demonstrate that the detail information of fusion image by proposed method is more salient than that of discrete wavelet transform fusion image when sampling rate is 0.5.As compared with WTCS method, the mutual information, spatial frequency and the visual information fidelity of fused image from proposed method are increased by 10%. , 2015, Chinese Academy of Sciences. All right reserved.
文章类型	期刊论文
收录类别	EI
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/56152
专题	中科院长春光机所知识产出
推荐引用方式 GB/T 7714	Zhou, Y.-R.,A.-H. Geng,Q. Zhang,et al. Fusion of infrared and visible images based on compressive sensing[J]. Guangxue Jingmi Gongcheng/Optics and Precision Engineering,2015,23(3):855-863.
APA	Zhou, Y.-R.,A.-H. Geng,Q. Zhang,&J. Chen and Y.-X. Dong.(2015).Fusion of infrared and visible images based on compressive sensing.Guangxue Jingmi Gongcheng/Optics and Precision Engineering,23(3),855-863.
MLA	Zhou, Y.-R.,et al."Fusion of infrared and visible images based on compressive sensing".Guangxue Jingmi Gongcheng/Optics and Precision Engineering 23.3(2015):855-863.

条目包含的文件		下载所有文件
文件名称/大小	文献类型	版本类型	开放类型	使用许可
基于压缩感知的红外与可见光图像融合.ca（668KB）	期刊论文	作者接受稿	开放获取	CC BY-NC-SA	浏览下载