Dim small targets detection based on self-adaptive caliber temporal-spatial filtering
文献类型：期刊论文
| 作者 | Fan, Xiangsuo1,2,3; Xu, Zhiyong1; Zhang, Jianlin1; Huang, Yongmei1; Peng, Zhenming2 |
| 刊名 | Infrared Physics and Technology
 |
| 出版日期 | 2017 |
| 卷号 | 85页码:465-477 |
| 关键词 | Adaptive filtering - Anisotropy - Beamforming - Forecasting - Object recognition - Signal noise measurement |
| ISSN号 | 1350-4495 |
| 英文摘要 | To boost the detect ability of dim small targets, this paper began by using improved anisotropy for background prediction (IABP), followed by target enhancement by improved high-order cumulates (HQS). Finally, on the basis of image pre-processing, to address the problem of missed and wrong detection caused by fixed caliber of traditional pipeline filtering, this paper used targets’ multi-frame movement correlation in the time-space domain, combined with the scale-space theory, to propose a temporal-spatial filtering algorithm which allows the caliber to make self-adaptive changes according to the changes of the targets’ scale, effectively solving the detection-related issues brought by unchanged caliber and decreased/increased size of the targets. Experiments showed that the improved anisotropic background predication could be loyal to the true background of the original image to the maximum extent, presenting a superior overall performance to other background prediction methods; the improved HQS significantly increased the signal-noise ratio of images; when the signal-noise ratio was lower than 2.6 dB, this detection algorithm could effectively eliminate noise and detect targets. For the algorithm, the lowest signal-to-noise ratio of the detectable target is 0.37. © 2017 Elsevier B.V. |
| 语种 | 英语 |
| 源URL | [http://ir.ioe.ac.cn/handle/181551/8816]  |
| 专题 | 光电技术研究所_光电探测与信号处理研究室（五室） |
| 作者单位 | 1.Key Laboratory of Beam Control Chinese Academy of Sciences, the Institute of Optics and Electronics the Chinese Academy of Sciences, Chengdu; 610209, China; 2.School of Optoelectronic Information, University of Electronic Science and Technology of China, Chengdu; 610054, China; 3.University of Chinese Academy of Sciences, Beijing; 100039, China |
| 推荐引用方式 GB/T 7714 | Fan, Xiangsuo,Xu, Zhiyong,Zhang, Jianlin,et al. Dim small targets detection based on self-adaptive caliber temporal-spatial filtering[J]. Infrared Physics and Technology,2017,85:465-477. |
| APA | Fan, Xiangsuo,Xu, Zhiyong,Zhang, Jianlin,Huang, Yongmei,&Peng, Zhenming.(2017).Dim small targets detection based on self-adaptive caliber temporal-spatial filtering.Infrared Physics and Technology,85,465-477. |
| MLA | Fan, Xiangsuo,et al."Dim small targets detection based on self-adaptive caliber temporal-spatial filtering".Infrared Physics and Technology 85(2017):465-477. |
入库方式： OAI收割
来源：光电技术研究所
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