Airborne Infrared and Visible Image Fusion Combined with Region Segmentation

	Airborne Infrared and Visible Image Fusion Combined with Region Segmentation
	Zuo, Y. J.; J. H. Liu; G. B. Bai; X. Wang and M. C. Sun
	2017
发表期刊	Sensors
卷号	17 期号:5
摘要	This paper proposes an infrared (IR) and visible image fusion method introducing region segmentation into the dual-tree complex wavelet transform (DTCWT) region. This method should effectively improve both the target indication and scene spectrum features of fusion images, and the target identification and tracking reliability of fusion system, on an airborne photoelectric platform. The method involves segmenting the region in an IR image by significance, and identifying the target region and the background region; then, fusing the low-frequency components in the DTCWT region according to the region segmentation result. For high-frequency components, the region weights need to be assigned by the information richness of region details to conduct fusion based on both weights and adaptive phases, and then introducing a shrinkage function to suppress noise; Finally, the fused low-frequency and high-frequency components are reconstructed to obtain the fusion image. The experimental results show that the proposed method can fully extract complementary information from the source images to obtain a fusion image with good target indication and rich information on scene details. They also give a fusion result superior to existing popular fusion methods, based on eithers subjective or objective evaluation. With good stability and high fusion accuracy, this method can meet the fusion requirements of IR-visible image fusion systems.
收录类别	sci ; ei
语种	英语
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/59513
专题	中科院长春光机所知识产出
推荐引用方式 GB/T 7714	Zuo, Y. J.,J. H. Liu,G. B. Bai,et al. Airborne Infrared and Visible Image Fusion Combined with Region Segmentation[J]. Sensors,2017,17(5).
APA	Zuo, Y. J.,J. H. Liu,G. B. Bai,&X. Wang and M. C. Sun.(2017).Airborne Infrared and Visible Image Fusion Combined with Region Segmentation.Sensors,17(5).
MLA	Zuo, Y. J.,et al."Airborne Infrared and Visible Image Fusion Combined with Region Segmentation".Sensors 17.5(2017).

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