Fusion of Infrared and Visible Images for Remote Detection of Low-Altitude Slow-Speed Small Targets

doi:10.1109/JSTARS.2021.3061496

CORC > 长春光学精密机械与物理研究所 > 中国科学院长春光学精密机械与物理研究所

	Fusion of Infrared and Visible Images for Remote Detection of Low-Altitude Slow-Speed Small Targets
	H. Sun; Q. Liu; J. Wang; J. Ren; Y. Wu; H. Zhao and H. Li
刊名	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
	2021
卷号	14 页码:2971-2983
ISSN号	19391404
DOI	10.1109/JSTARS.2021.3061496
英文摘要	Detection of the low-altitude and slow-speed small (LSS) targets is one of the most popular research topics in remote sensing. Despite of a few existing approaches, there is still an accuracy gap for satisfying the practical needs. As the LSS targets are too small to extract useful features, deep learning based algorithms can hardly be used. To this end, we propose in this article an effective strategy for determining the region of interest, using a multiscale layered image fusion method to extract the most representative information for LSS-target detection. In addition, an improved self-balanced sensitivity segment model is proposed to detect the fused LSS target, which can further improve both the detection accuracy and the computational efficiency. We conduct extensive ablation studies to validate the efficacy of the proposed LSS-target detection method on three public datasets and three self-collected datasets. The superior performance over the state of the arts has fully demonstrated the efficacy of the proposed approach. 2008-2012 IEEE.
URL标识	查看原文
内容类型	期刊论文
源URL	[http://ir.ciomp.ac.cn/handle/181722/65265]
专题	中国科学院长春光学精密机械与物理研究所
推荐引用方式 GB/T 7714	H. Sun,Q. Liu,J. Wang,et al. Fusion of Infrared and Visible Images for Remote Detection of Low-Altitude Slow-Speed Small Targets[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2021,14:2971-2983.
APA	H. Sun,Q. Liu,J. Wang,J. Ren,Y. Wu,&H. Zhao and H. Li.(2021).Fusion of Infrared and Visible Images for Remote Detection of Low-Altitude Slow-Speed Small Targets.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,14,2971-2983.
MLA	H. Sun,et al."Fusion of Infrared and Visible Images for Remote Detection of Low-Altitude Slow-Speed Small Targets".IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14(2021):2971-2983.