Small Infrared Target Detection Based on Fast Adaptive Masking and Scaling With Iterative Segmentation

doi:10.1109/LGRS.2020.3047524

CORC > 西安光学精密机械研究所 > 中国科学院西安光学精密机械研究所 > 动态光学成像研究室

	Small Infrared Target Detection Based on Fast Adaptive Masking and Scaling With Iterative Segmentation
	Chen, Yaohong 4; Zhang, Gaopeng 3; Ma, Yingjun 3; Kang, Jin U.2; Kwan, Chiman 1
刊名	IEEE Geoscience and Remote Sensing Letters
	2021
关键词	Adaptive masking and scaling iterative segmentation real-time target detection small infrared (IR) target detection
ISSN号	1545598X;15580571
DOI	10.1109/LGRS.2020.3047524
产权排序	1
英文摘要	Fast and robust small infrared (IR) target detection is a challenging task and critical to the performance of IR searching and tracking (IRST) systems. However, the current algorithms generally have difficulty in striking a good balance between speed and performance. In this letter, we propose a new approach to small IR target detection that can significantly accelerate the detection process by first performing a fast adaptive masking and scaling algorithm. We then propose to enhance the target characteristics and suppress the background clutter using both contrast and gradient information. Finally, we propose to accurately extract the targets via iterative segmentation. The experimental results demonstrated that our proposed method yields the best and the most robust performance, with a speed of at least two times faster than the state-of-the-art methods. IEEE
语种	英语
出版者	Institute of Electrical and Electronics Engineers Inc.
内容类型	期刊论文
源URL	[http://ir.opt.ac.cn/handle/181661/94275]
专题	西安光学精密机械研究所_动态光学成像研究室
作者单位	1.Signal Processing, Inc., Rockville, MD 20850 USA (e-mail: chiman.kwan@signalpro.net) 2.Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD 21218 USA (e-mail: jkang@jhu.edu); 3.Xian Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China.; 4.Xian Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China, also with the University of Chinese Academy of Sciences, Beijing 100049, China, and also with the Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD 21218 USA.;
推荐引用方式 GB/T 7714	Chen, Yaohong,Zhang, Gaopeng,Ma, Yingjun,et al. Small Infrared Target Detection Based on Fast Adaptive Masking and Scaling With Iterative Segmentation[J]. IEEE Geoscience and Remote Sensing Letters,2021.
APA	Chen, Yaohong,Zhang, Gaopeng,Ma, Yingjun,Kang, Jin U.,&Kwan, Chiman.(2021).Small Infrared Target Detection Based on Fast Adaptive Masking and Scaling With Iterative Segmentation.IEEE Geoscience and Remote Sensing Letters.
MLA	Chen, Yaohong,et al."Small Infrared Target Detection Based on Fast Adaptive Masking and Scaling With Iterative Segmentation".IEEE Geoscience and Remote Sensing Letters (2021).