Title :
Measurement of Driver´s Consciousness by Image Processing -A Method for Presuming Driver´s Drowsiness by Eye-Blinks coping with Individual Differences -
Author :
Suzuki, Mai ; Yamamoto, Nozomi ; Yamamoto, Osami ; Nakano, Tomoaki ; Yamamoto, Shin
Author_Institution :
Meijo Univ., Nagoya
Abstract :
Nowadays, driving support systems, such as car navigation systems, are getting common, and they support drivers in several aspects. It is important for driving support systems to detect status of driver´s consciousness. Particularly, detecting driver´s drowsiness could prevent drivers from collisions caused by drowsy driving. In this paper, we discuss a system and a method for detecting driver´s drowsiness, which use a property of blinks waveforms that driver´s eye-closing time is strongly connected to their drowsiness. Moreover, our system detects the drowsiness robustly for individual differences by using three factors extracted from the individual blink waveform.
Keywords :
driver information systems; image processing; car navigation systems; driver consciousness measurement; driving support systems; eye-blinks; eye-closing time; image processing; Cybernetics; Eyelids; Face detection; Image edge detection; Image processing; Mirrors; Navigation; Neural networks; Optical imaging; Robustness;
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
DOI :
10.1109/ICSMC.2006.385313