期刊論文

標題 A Real-Time Driver Fatigue Detection System Based
 on Eye Tracking and Dynamic Template Matching
學年 96
學期 2
出版(發表)日期 2008/03/01
作品名稱 A Real-Time Driver Fatigue Detection System Based
 on Eye Tracking and Dynamic Template Matching
作品名稱(其他語言)
著者 Horng, Wen-bing; Chen, Chih-yuan
單位 淡江大學資訊工程學系
出版者 臺北縣:淡江大學
著錄名稱、卷期、頁數 淡江理工學刊=Tamkang Journal of Science and Engineering 11(1), pp.65-72
摘要 This paper presents a vision-based real-time driver fatigue detection system for driving safety. Based on skin colors, the driver's face is located from a color video captured in a car. Then, edge detection is employed to locate the regions of the driver's eyes, which are used as the templates for eye tracking in subsequent frames. Finally, the tracked eyes' images are used for fatigue detection in order to generate warning alarms for driving safety. The proposed system was tested on a Pentium M 1.4G notebook with 512 MBRAM. The experimental results seemed quite encouraging and promising. The system could reach more than 30 frames per second for eye tracking, and the average correct rate for eye location and tracking could achieve 96.0% on five test videos. Though the average precision rate of fatigue detection was 89.3%, the correct detection rate could achieve 100% on the test videos.
關鍵字 Intelligent Transportation System;Driver Fatigue Detection;Eye Detection;Face Detection;Template Matching
語言 英文
ISSN 1560-6686
期刊性質 國內
收錄於 EI
產學合作
通訊作者 Horng, Wen-bing
審稿制度
國別 中華民國
公開徵稿
出版型式 紙本