Small Infrared Target Detection Based on Fast Adaptive Masking and Scaling With Iterative Segmentation
文献类型：期刊论文
| 作者 | Chen, Yaohong1 ; Zhang, Gaopeng2; Ma, Yingjun2; Kang, Jin U.3; Kwan, Chiman4
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| 刊名 | IEEE Geoscience and Remote Sensing Letters
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| 出版日期 | 2021 |
| ISSN号 | 1545598X;15580571 |
| 关键词 | Adaptive masking and scaling iterative segmentation real-time target detection small infrared (IR) target detection |
| 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. |
| 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.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.; 2.Xian Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China.; 3.Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD 21218 USA (e-mail: jkang@jhu.edu); 4.Signal Processing, Inc., Rockville, MD 20850 USA (e-mail: chiman.kwan@signalpro.net) |
| 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). |
入库方式： OAI收割
来源：西安光学精密机械研究所
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