| Improved Driver Fatigue Detection System Based on Eye Tracking and Dynamic Template Matching | |
|---|---|
| 學年 | 97 |
| 學期 | 1 |
| 發表日期 | 2008-11-13 |
| 作品名稱 | Improved 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 |
| 作品所屬單位 | 淡江大學資訊工程學系 |
| 出版者 | Tamkang University |
| 會議名稱 | The 2008 International Computer Symposium(ICS 2008) The 2008 International Computer Symposium(ICS 2008) |
| 會議地點 | 臺北縣, 臺灣 |
| 摘要 | In this article, we propose an improvement over our previous work on real-time driver fatigue detection system based on eye tracking and dynamic template matching. We utilize the 2D-log search and the three-step search algorithms, fast search algorithms used in the MPEG encoding technique, to improve the search efficiency of the original exhaustive search. The experimental results show that the 2D-log search and the three-step search take only 5.38% and 7.48% of the number of search points of the original exhaustive search. In addition, their correct rates of eye tracking are also slightly improved to be 96.81% and 97.23%, respectively, as compared to 96.01% of the original exhaustive search. |
| 關鍵字 | Driver fatigue detection;Eye tracking;Fast search algorithm;Intelligent transportation system;Template matching |
| 語言 | en |
| 收錄於 | |
| 會議性質 | |
| 校內研討會地點 | 淡水校園 |
| 研討會時間 | 20081113~20081113 |
| 通訊作者 | |
| 國別 | 國際 TWN |
| 公開徵稿 | Y |
| 出版型式 | 紙本 |
| 出處 | Proceedings of the 2008 International Computer Symposium (ICS 2008)，6頁 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/73149 ) |
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