Eyes Location by Regional Features and Knowledge Matching for Driver Fatigue Detection

摘要：

This paper presents a novel method for drivers eyes location by combining the regional features and knowledge matching technology. First, the eyes candidates are obtained by the drivers skin color. Then the geometry, gray and location features are used to get the rough location. Finally, the prior knowledge of face structure is employed to decide the precise location. The experimental results show that the new method is efficient and robust to images in different rotation angles. It can work effectively with no limits to the open eyes, two eyebrows or two eyes. The mismatching of the eyebrow and eye on the different side can also be decrease.

关键词： Regional features knowledge matching Eyes location Driver fatigue detection

作者: Wang XianMei Chi JianNan Wang ZhiLiang

作者单位: School of Information Engineering, University of Science and Technology Beijing, Beijing, 100083, China

会议类型: 国际会议

会议名称: 2009年中国控制与决策会议(2009 Chinese Control and Decision Conference)

会议地点: 广西桂林

会议语种:英文

页码: 3980-3984

在线出版日期: 2009-06-17（万方平台首次上网日期，不代表论文的发表时间）