- Tytuł:
- Fatigue Detection Using Computer Vision
- Autorzy:
-
Patel, M.
Lal, S.
Kavanagh, D.
Rossiter, P. - Powiązania:
- https://bibliotekanauki.pl/articles/226744.pdf
- Data publikacji:
- 2010
- Wydawca:
- Polska Akademia Nauk. Czytelnia Czasopism PAN
- Tematy:
-
face detection
eye blink detection
fatigue
computer vision - Opis:
- Long duration driving is a significant cause of fatigue related accidents of cars, airplanes, trains and other means of transport. This paper presents a design of a detection system which can be used to detect fatigue in drivers. The system is based on computer vision with main focus on eye blink rate. We propose an algorithm for eye detection that is conducted through a process of extracting the face image from the video image followed by evaluating the eye region and then eventually detecting the iris of the eye using the binary image. The advantage of this system is that the algorithm works without any constraint of the background as the face is detected using a skin segmentation technique. The detection performance of this system was tested using video images which were recorded under laboratory conditions. The applicability of the system is discussed in light of fatigue detection for drivers.
- Źródło:
-
International Journal of Electronics and Telecommunications; 2010, 56, 4; 457-461
2300-1933 - Pojawia się w:
- International Journal of Electronics and Telecommunications
- Dostawca treści:
- Biblioteka Nauki
Artykuł