DocumentCode
2367322
Title
Driver blink measurement by the motion picture processing and its application to drowsiness detection
Author
Ito, Takehiro ; Mita, Shinji ; Kozuka, Kazuhiro ; Nakano, Tomoaki ; Yamamoto, Shin
Author_Institution
Meijo Univ., Nagoya, Japan
fYear
2002
fDate
2002
Firstpage
168
Lastpage
173
Abstract
There is a requirement for driver assistance systems in ITS to be made driver-friendly. Therefore, unusual driver states (drowsiness, inattentive driving, excessive concentration, etc.) must be detected. A method for measuring the blinking of a driver in real time by motion picture processing was developed. Moreover, a method for presuming consciousness degradation from the change in blink duration was developed. The waveform of blinking differs for individual people and differs over time for the same person. The method developed for processing blink waveforms is robust against the influence of differences among individuals. The blink extraction rate obtained with ten subjects is considerably improved from 76% to 95%, and we have the prospect of presuming degree of consciousness degradation from these results.
Keywords
automobiles; computer vision; man-machine systems; real-time systems; tracking; traffic engineering computing; blink duration; consciousness degradation; driver assistance systems; driver blink measurement; drowsiness detection; eye tracking; human interface; intelligent transportation systems; motion picture processing; real time system; Degradation; Eyes; Image processing; Motion detection; Motion measurement; Motion pictures; Robustness; Shape measurement; Vehicle detection; Vehicle driving;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Transportation Systems, 2002. Proceedings. The IEEE 5th International Conference on
Print_ISBN
0-7803-7389-8
Type
conf
DOI
10.1109/ITSC.2002.1041208
Filename
1041208
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