A UAV Detection and Tracking Algorithm Based on Image Feature Super-Resolution | |
Li, Bin1; Qiu, Shi2; Jiang, Wei1; Zhang, Wei1; Le, Mingnan1 | |
作者部门 | 光谱成像技术研究室 |
2022 | |
发表期刊 | Wireless Communications and Mobile Computing |
ISSN | 15308669;15308677 |
卷号 | 2022 |
产权排序 | 2 |
摘要 | UAV is difficult to detect by visual methods at a long distance, so a UAV detection and tracking algorithm is proposed based on image super-resolution. Firstly, a saliency transformation algorithm is built to focus on the suspected area. Then, a generative adversarial network is established on the basis of ROI to realize the super-resolution of weak targets and restore the high-resolution details of target features. Finally, the cooperative attention module is built to recognize and track UAV. Our experiments show that the proposed algorithm has strong robustness. © 2022 Bin Li et al. |
DOI | 10.1155/2022/6526684 |
收录类别 | SCI ; EI |
语种 | 英语 |
WOS记录号 | WOS:000766932400004 |
出版者 | Hindawi Limited |
EI入藏号 | 20220911708465 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/95722 |
专题 | 光谱成像技术研究室 |
通讯作者 | Qiu, Shi |
作者单位 | 1.School of Information Science and Technology, Northwest University, Xi'an; 710127, China; 2.Key Laboratory of Spectral Imaging Technology CAS, Xi'An Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an; 710119, China |
推荐引用方式 GB/T 7714 | Li, Bin,Qiu, Shi,Jiang, Wei,et al. A UAV Detection and Tracking Algorithm Based on Image Feature Super-Resolution[J]. Wireless Communications and Mobile Computing,2022,2022. |
APA | Li, Bin,Qiu, Shi,Jiang, Wei,Zhang, Wei,&Le, Mingnan.(2022).A UAV Detection and Tracking Algorithm Based on Image Feature Super-Resolution.Wireless Communications and Mobile Computing,2022. |
MLA | Li, Bin,et al."A UAV Detection and Tracking Algorithm Based on Image Feature Super-Resolution".Wireless Communications and Mobile Computing 2022(2022). |
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 | ||
A UAV Detection and (1772KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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