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On addressing driving inattentiveness: Robust rear light status classification using Hierarchical Matching Pursuit

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Automatically recognizing rear light signals of front vehicles can significantly improve driving safety by automatic alarm and taking actions proactively to prevent collisions and accidents. Much previous research only focuses on the detection of brake signals at night. In this paper, we propose a novel and robust framework to detect rear lights of vehicles and estimate their signal states at daytime. Comparing with existing state-of-the-art works, our experimental results show the high detection rate and robustness of our system in complicated light conditions.

源语言英语
主期刊名2014 17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014
出版商Institute of Electrical and Electronics Engineers Inc.
2243-2244
页数2
ISBN(电子版)9781479960781
DOI
出版状态已出版 - 14 11月 2014
已对外发布
活动17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014 - Qingdao, 中国
期限: 8 10月 201411 10月 2014

出版系列

姓名2014 17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014
ISSN(印刷版)2153-0009
ISSN(电子版)2153-0017

会议

会议17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014
国家/地区中国
Qingdao
时期8/10/1411/10/14

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