教師資料查詢 | 類別: 會議論文 | 教師: 洪文斌 Horng Wen-bing (瀏覽個人網頁)

標題:Driver fatigue detection based on eye tracking and dynamic template matching
學年
學期
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
語言英文
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
國別中華民國
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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