A driver-assistance algorithm based on multi-feature fusion | |
Zhou, Dongmei1; Qiu, Shi2![]() | |
作者部门 | 光谱成像技术研究室 |
2021-08 | |
发表期刊 | Infrared Physics and Technology
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ISSN | 13504495 |
卷号 | 116 |
产权排序 | 2 |
摘要 | The lane line is difficult to be distinguished in visible light for driver assistance, so a multi-feature fusion model is built from the perspective of infrared images to realize assistant driving. Firstly, the features of infrared imaging are analyzed, and the Enet network is improved to focus on the area of the lane line and locate the passable area. Then, the previous vehicle is located to guide the current vehicle based on the fuzzy set theory. Finally, a spatiotemporal association model is constructed. By constructing the relationship between the guiding vehicle and spatiotemporal traffic, the relationship between human-computer interaction is indirectly established to guide vehicle assisted driving. Our experimental results show that the proposed algorithm is in line with the manual driving process, and good results can be achieved under complex road conditions. © 2021 |
关键词 | Infrared image Lane line Fuzzy set Spatiotemporal association Enet Vehicle guidance |
DOI | 10.1016/j.infrared.2021.103747 |
收录类别 | SCI ; EI |
语种 | 英语 |
WOS记录号 | WOS:000674610800012 |
出版者 | Elsevier B.V. |
EI入藏号 | 20211910345766 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/94747 |
专题 | 光谱成像技术研究室 |
通讯作者 | Qiu, Shi |
作者单位 | 1.Chengdu University of Technology, College of Information Science & Technology, 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; 3.High Technology Research and Development Center of the Ministry of Science and Technology, Beijing, China |
推荐引用方式 GB/T 7714 | Zhou, Dongmei,Qiu, Shi,Song, Yang. A driver-assistance algorithm based on multi-feature fusion[J]. Infrared Physics and Technology,2021,116. |
APA | Zhou, Dongmei,Qiu, Shi,&Song, Yang.(2021).A driver-assistance algorithm based on multi-feature fusion.Infrared Physics and Technology,116. |
MLA | Zhou, Dongmei,et al."A driver-assistance algorithm based on multi-feature fusion".Infrared Physics and Technology 116(2021). |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
A driver-assistance (5493KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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