DocumentCode :
634456
Title :
Authors of Keynote Papers: Satori Hachisuka
Author :
Hachisuka, Satori
Author_Institution :
Res. Labs., DENSO Corp., Nisshin, Japan
fYear :
2013
fDate :
5-7 July 2013
Abstract :
Summary form only given. This lecture will introduce the world´s first method of detecting driver´s drowsiness level from the facial expression. The motivation is to realize the novel safety system which can detect the driver´s slight drowsiness and keep the driver awake while driving. The brain wave, especially alpha wave, is commonly used as the drowsiness index. However, it is not suitable for the in-vehicle system since it is measured with electrodes or sensors worn over the head. We precisely investigated the relationship between the change of brain wave and other drowsiness indexes that can be measured without any contact; drowsiness level evaluated from facial expression, low-frequency power content of eye-movement, fluctuation of heart rate, and distance of lane deviation from the center. This lecture will show you a process how we found the features of drowsiness from human and developed the method of drowsiness detection without any contact sensors.
Keywords :
brain; cardiology; eye; face recognition; medical image processing; neurophysiology; road safety; road vehicles; sleep; traffic engineering computing; alpha wave; brain wave; driver drowsiness level detection; drowsiness index; eye-movement; facial expression; heart rate fluctuation; in-vehicle system; lane deviation distance; low-frequency power content; safety system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biometrics and Kansei Engineering (ICBAKE), 2013 International Conference on
Conference_Location :
Tokyo
Type :
conf
DOI :
10.1109/ICBAKE.2013.80
Filename :
6603459
Link To Document :
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