標題: Vision-based Nighttime Vehicle Detection and Range Estimation for Driver Assistance
作者: Chen, Yen-Lin
Lin, Chuan-Tsai
Fan, Chung-Jui
Hsieh, Chih-Ming
Wu, Bing-Fei
電控工程研究所
Institute of Electrical and Control Engineering
關鍵字: Vehicle detection;nighttime driving;image segmentation;driver assistance;autonomous vehicles
公開日期: 2008
摘要: This paper presents a real-time vision system for assisting driver during nighttime driving. The proposed system provides the following features: 1) Effectively detection and tracking of oncoming and preceding vehicles based on image segmentation and pattern analysis techniques. 2) Robust and adaptive vehicle detection under various illuminated conditions at nighttime urban environments benefited by a novel automatic object segmentation scheme. 3) Providing beneficial information for assisting the driver to perceive surrounding traffic conditions outside the car during nighttime driving. 4) Providing a versatile control strategy for in-vehicle facilities of the autonomous vehicles. 5) Offering real-time traffic event-driven video surveillance machinery for recording evidences of possible traffic accidents. Experimental results demonstrate the feasibility and effectiveness of the proposed system on nighttime driver assistance issues.
URI: http://hdl.handle.net/11536/134428
ISBN: 978-1-4244-2383-5
ISSN: 1062-922X
期刊: 2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), VOLS 1-6
起始頁: 2987
結束頁: +
顯示於類別:會議論文