Research of driver fatigue detection system based on ADSP-BF548

Research of driver fatigue detection system based on ADSP-BF548

To avoid traffic accidents caused by driver's fatigue, this paper designs a fatigue detection system based on ADSP-BF548 and relative algorithm. It captures driver's images in real time by on-board camera and localizes driver's eye position via frame-difference projection, edge extrac...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Tang Jie, Fang Zuhua, Hu Shifeng, Sun Ying
Format: Tagungsbericht
Sprache:eng
Schlagworte:
ADSP-BF548
Algorithm design and analysis
Cameras
Detection algorithms
Digital signal processing
Educational institutions
eye-localzation
Fatigue
fatigue-detection
Hardware
Image processing
Road accidents
SDRAM
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Beschreibung
Zusammenfassung:To avoid traffic accidents caused by driver's fatigue, this paper designs a fatigue detection system based on ADSP-BF548 and relative algorithm. It captures driver's images in real time by on-board camera and localizes driver's eye position via frame-difference projection, edge extracting, and template matching such kind of methods. At last, makes a warning in time according to the eye states in a period of time. The experiment shows this driver fatigue detection system based on ADSP-BF548 is of high accuracy.
DOI:10.1109/MACE.2010.5536444