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A driver-assistance algorithm based on multi-feature fusion
Zhou, Dongmei1; Qiu, Shi2; Song, Yang3
作者部门光谱成像技术研究室
2021-08
发表期刊Infrared Physics and Technology
ISSN13504495
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
DOI10.1016/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
被引频次:1[WOS]   [WOS记录]     [WOS相关记录]
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
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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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