Research on infrared dim and small target detection algorithm based on local contrast and gradient

doi:10.1080/14498596.2022.2140714

CIOMP OpenIR

	Research on infrared dim and small target detection algorithm based on local contrast and gradient
	W. H. Lin; L. H. Zhang; Z. M. Shen; D. W. Zhang; J. Chen; J. Zhou; W. Peng and F. S. Wu
	2022
发表期刊	Journal of Spatial Science
ISSN	1449-8596
页码	18
摘要	The rapid development of infrared technology makes it widely applicable in such fields as military, medical, testing and communications.This paper proposes an algorithm based on local contrast and gradient (LCG). Specifically, the algorithm uses the difference of gaussian and threshold segmentation to preprocess to obtain the position of possible target points. Then, local contrast processing is conducted for the possible target points. Finally, the global is processed using an improved directional gradient. According to the experimental results, the proposed algorithm outperforms the existing algorithms in terms of detection probability and false detection probability.
DOI	10.1080/14498596.2022.2140714
URL	查看原文
收录类别	sci
语种	英语
引用统计
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/67041
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	W. H. Lin,L. H. Zhang,Z. M. Shen,et al. Research on infrared dim and small target detection algorithm based on local contrast and gradient[J]. Journal of Spatial Science,2022:18.
APA	W. H. Lin.,L. H. Zhang.,Z. M. Shen.,D. W. Zhang.,J. Chen.,...&W. Peng and F. S. Wu.(2022).Research on infrared dim and small target detection algorithm based on local contrast and gradient.Journal of Spatial Science,18.
MLA	W. H. Lin,et al."Research on infrared dim and small target detection algorithm based on local contrast and gradient".Journal of Spatial Science (2022):18.

条目包含的文件
文件名称/大小	文献类型	版本类型	开放类型	使用许可
Research on infrared（7051KB）	期刊论文	出版稿	开放获取	CC BY-NC-SA	浏览下载