A UAV Detection and Tracking Algorithm Based on Image Feature Super-Resolution
文献类型:期刊论文
作者 | Li, Bin2; Qiu, Shi1![]() |
刊名 | Wireless Communications and Mobile Computing
![]() |
出版日期 | 2022 |
卷号 | 2022 |
ISSN号 | 15308669;15308677 |
DOI | 10.1155/2022/6526684 |
产权排序 | 2 |
英文摘要 | 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. |
语种 | 英语 |
WOS记录号 | WOS:000766932400004 |
出版者 | Hindawi Limited |
源URL | [http://ir.opt.ac.cn/handle/181661/95722] ![]() |
专题 | 西安光学精密机械研究所_光学影像学习与分析中心 |
通讯作者 | Qiu, Shi |
作者单位 | 1.Key Laboratory of Spectral Imaging Technology CAS, Xi'An Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an; 710119, China 2.School of Information Science and Technology, Northwest University, Xi'an; 710127, 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). |
入库方式: OAI收割
来源:西安光学精密机械研究所
浏览0
下载0
收藏0
其他版本
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。