郭烈

个人信息Personal Information

副教授

博士生导师

硕士生导师

性别:男

毕业院校:吉林大学

学位:博士

所在单位:机械工程学院

学科:车辆工程. 载运工具运用工程

办公地点:海涵楼417A

联系方式:15524800674

电子邮箱:guo_lie@dlut.edu.cn

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A Real-Time Lane Detection Algorithm Based on Intelligent CCD Parameters Regulation

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论文类型:期刊论文

发表时间:2012-01-01

发表刊物:DISCRETE DYNAMICS IN NATURE AND SOCIETY

收录刊物:SCIE、Scopus

卷号:2012

ISSN号:1026-0226

摘要:Lane departure warning system (LDWS) has been regarded as an efficient method to lessen the damages of road traffic accident resulting from driver fatigue or inattention. Lane detection is one of the key techniques for LDWS. To overcome the contradiction between complexity of algorithm and the real-time requirement for vehicle onboard system, this paper introduces a new lane detection method based on intelligent CCD parameters regulation. In order to improve the real-time capability of the system, a CCD parameters regulating method is proposed which enhances the contrast between lane line and road surfaces and reduces image noise, so it lays a good foundation for the following lane detection. Hough transform algorithm is improved by selection and classification of seed points. Finally the lane line is extracted through some restrictions. Experimental results verify the effectiveness of the proposed method, which improves not only real-time capability but also the accuracy of the system.