Title :
Facial recognition system for driver vigilance monitoring
Author :
Dikkers, H.J. ; Spaans, M.A. ; Datcu, D. ; Novák, Dr M. ; Rothkrantz, L.J.M.
Author_Institution :
Fac. of Electr. Eng., Mathematics & Comput. Sci., Delft Univ. of Technol., Netherlands
Abstract :
Many automobile accidents are related to drivers lacking required levels of vigilance to properly control their vehicles. In this paper we present a system that monitors the activity of parts of the face, in particular the eyes, in order to predict expressions of somnolence. The input to the system is a sequence of images of the face of a car driver, captured by a video camera. The system makes an assessment based on the movement and position of the eyes and eyelids. The system is tested in a car simulation environment. The results are presented.
Keywords :
computerised monitoring; face recognition; image sequences; road accidents; automobile accidents; car simulation environment; driver vigilance monitoring; facial recognition system; image sequence; video camera; Accidents; Automobiles; Computer science; Electroencephalography; Eyes; Face detection; Face recognition; Image edge detection; Mathematics; Transportation;
Conference_Titel :
Systems, Man and Cybernetics, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8566-7
DOI :
10.1109/ICSMC.2004.1400934