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个人信息Personal Information
副教授
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:大连理工大学综合实验2号楼419B
联系方式:大连市甘井子区凌工路2号大连理工大学汽车工程学院 手机:15542361218
电子邮箱:zhangmh@dlut.edu.cn
A detection method of driver's face orientation based on visual cues and SVM
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论文类型:期刊论文
发表时间:2013-01-01
发表刊物:Journal of Software
收录刊物:EI、Scopus
卷号:8
期号:4
页面范围:924-931
ISSN号:1796217X
摘要:Face orientation can be used to derive vigilance cues about the vehicle driver. In this paper, a face pose estimation model based on visual features is presented. The face orientation is estimated through SVM with features detection such as eyes, mouth, facial outlines and so on. Innovative point of this research is the utilization of the features triangle, which composed with eyes and mouth locations, to obtain a robust face pose estimate. This method leads to the free face pose estimation and it is non-intrusive to the driver. Finally, the system is assessed with a commercial capture system. The evaluation results indicate that the system presented can be used in the driver assistant system. ? 2013 ACADEMY PUBLISHER.