CIOMP OpenIR  > 中科院长春光机所知识产出
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
Source PublicationSensors
Volume17Issue:5
AbstractThis 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.
Indexed Bysci ; ei
Language英语
Document Type期刊论文
Identifierhttp://ir.ciomp.ac.cn/handle/181722/59513
Collection中科院长春光机所知识产出
Recommended Citation
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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