Eye Fatigue Detection System Design and Implementation
DOI:
https://doi.org/10.54097/at3ba893Keywords:
Eye Features, Fatigue Detection, Voice Alert, Computer VisionAbstract
This paper implements the detection and recognition of eye fatigue state based on artificial intelligence technology and computer vision. Through the detection and recognition of eye closure time, the system provides voice warning information to prompt the driver, so as to reduce the traffic accidents caused by fatigue driving. The system is connected to a night vision camera to achieve real-time face detection and recognition. On this basis, the system locates the driver's eye feature points and calculates the parameters corresponding to the eye feature state, which is used as the basis for eye fatigue detection. When the driver has closed eyes (non-blinking) driving, the system will issue voice warning and upload the image of fatigue state in real time using the cloud platform.
References
Chin-Teng Lin, Che-Jiu Chang and Bor-Shyh Lin, "A Real-Time Wireless Brain–Computer Interface System for Drowsiness Detection", IEEE Transactions on Biomedical circuits and systems, vol. 4, pp. 1932-4545, Aug 2010.
T.D. Razio, Marco Leo and Grazia Cicerelli “An Algorithm for Real time eye detection on face images, no. 26, pp. 0-7695-2128-2/04, Aug 2004.
Jalal A. Nasiri, Sara Khanchi and Hamid Reza Pourreza, "Eye Detection Algorithm on Facial Color Images", 2008 Second Asia International Conference on Modelling & simulation(AMS), June 2008.
Mona Omidyeganeh, Shervin Shirmohammadi, Shabnam Abtahi et al., "Yawning Detection using Embedded Smart Cameras", IEEE Transactions on Instrumentation and Measurement, vol. 65, no. 3, pp. 570-582, March 2016.
Artem A. Lenskiy and Jong-Soo Lee, "Driver’s Eye Blinking Detection Using Novel Colorand Texture Segmentati on Algorithms", International Jounaral Control Automation and Systems, vol. 10, no. 2, pp. 317-327, April 2012.
R L. Hsu, M. Abdel-Mottaleb and A K Jain, "Face detection in color images[J]", IEEE Transaction on Pattern Analysis and Machine Intelligence, vol. 24, no. 5, pp. 696-706, 2002.
Guangzheng Yang and Thomas S. Huang, "Human face detection in a complex background", Pattern Recongnition, vol. 27, no. 1, pp. 53-63, 1994.
HIN JIRO KAWATO and NOBUJI TETSUTANI, "Detection and tracking of eyes for gaze-camera control[J]", Image and Vision Computing, vol. 22, no. 12, pp. 1031-1038, 2004.
Downloads
Published
Issue
Section
License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.