Driver fatigue detection based on eye tracking and dynamic template matching
學年 92
學期 2
發表日期 2004-03-21
作品名稱 Driver fatigue detection based on eye tracking and dynamic template matching
作品名稱（其他語言）
著者 洪文斌; Horng, Wen-bing; 陳志遠; Chen, Chih-yuan; 張懿; Chang, Yi; 范俊海; Fan, Chun-hai
作品所屬單位 淡江大學資訊工程學系
出版者 Institute of Electrical and Electronics Engineers (IEEE)
會議名稱 Networking, Sensing and Control, 2004 IEEE International Conference on
會議地點 臺北市, 臺灣
摘要 A vision-based real-time driver fatigue detection system is proposed for driving safely. The driver's face is located, from color images captured in a car, by using the characteristic of skin colors. Then, edge detection is used to locate the regions of eyes. In addition to being used as the dynamic templates for eye tracking in the next frame, the obtained eyes' images are also used for fatigue detection in order to generate some warning alarms for driving safety. The system is tested on a Pentium III 550 CPU with 128 MB RAM. The experiment results seem quite encouraging and promising. The system can reach 20 frames per second for eye tracking, and the average correct rate for eye location and tracking can achieve 99.1% on four test videos. The correct rate for fatigue detection is l00%, but the average precision rate is 88.9% on the test videos.
關鍵字 Driver fatigue detection; Eye detection; Face detection; Template matching
語言 en
收錄於
會議性質 國際
校內研討會地點
研討會時間 20040321~20040323
通訊作者
國別 TWN
公開徵稿
出版型式
出處 Networking, Sensing and Control, 2004 IEEE International Conference on, vol.1, pp.7-12
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