| Pylon Line Spatial Correlation Assisted Transmission Line Detection | |
Zhang, Jun1,2; Shan, Haotian1,2; Cao, Xianbin1,2; Yan, Pingkun3; Li, Xuelong3
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| 作者部门 | 光学影像分析与学习中心 |
| 2014-10-01 | |
| 发表期刊 | IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS
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| ISSN | 0018-9251 |
| 卷号 | 50期号:4页码:2890-2905 |
| 产权排序 | 3 |
| 摘要 | A transmission line is one of the most hazardous objects to low altitude flying aircraft. Due to its extremely tiny size and unsalient visual features, transmission line detection (TLD) is a well-recognized problem. In this paper, a novel TLD method is proposed with the assistance of the spatial correlation between pylon and line for TLD. First, a unidirectional spatial mapping is built up to describe the pylon line spatial correlation. Then, the proposed pylon line spatial correlation and other line features are integrated into a Bayesian framework, which is trained in advance and used to estimate the probability of one line segment belonging to a transmission line. Compared with three other line-based TLD methods, the experimental results demonstrate that the proposed method can obtain better detection performance with higher detection rates and much lower false alarm rates. |
| 文章类型 | Article |
| WOS标题词 | Science & Technology ; Technology |
| DOI | 10.1109/TAES.2014.120732 |
| 收录类别 | SCI ; EI |
| 关键词[WOS] | OBSTACLE DETECTION ; HOUGH TRANSFORM ; AIRCRAFT ; SYSTEM ; FLIGHT |
| 语种 | 英语 |
| WOS研究方向 | Engineering ; Telecommunications |
| WOS类目 | Engineering, Aerospace ; Engineering, Electrical & Electronic ; Telecommunications |
| WOS记录号 | WOS:000346792500036 |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.opt.ac.cn/handle/181661/22440 |
| 专题 | 光谱成像技术研究室 |
| 作者单位 | 1.Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China 2.CNS ATM, Natl Key Lab, Beijing 100191, Peoples R China 3.Chinese Acad Sci, Xian Inst Opt & Precis Mech, State Key Lab Transient Opt & Photon, Ctr Opt Imagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhang, Jun,Shan, Haotian,Cao, Xianbin,et al. Pylon Line Spatial Correlation Assisted Transmission Line Detection[J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS,2014,50(4):2890-2905. |
| APA | Zhang, Jun,Shan, Haotian,Cao, Xianbin,Yan, Pingkun,&Li, Xuelong.(2014).Pylon Line Spatial Correlation Assisted Transmission Line Detection.IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS,50(4),2890-2905. |
| MLA | Zhang, Jun,et al."Pylon Line Spatial Correlation Assisted Transmission Line Detection".IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS 50.4(2014):2890-2905. |
| 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 | ||
| Pylon Line Spatial C（4108KB） | 期刊论文 | 出版稿 | 限制开放 | CC BY | 请求全文 | |
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