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The ULg Multimodality Drowsiness Database (called DROZY) and examples of use
Massoz, Quentin; Langohr, Thomas; François, Clémentine et al.
2016In Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision (WACV)
Peer reviewed
 

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Abstract :
[en] Drowsiness is a major cause of accidents, in particular in road transportation. It is thus crucial to develop robust drowsiness monitoring systems. There is a widespread agreement that the best way to monitor drowsiness is by closely monitoring symptoms of drowsiness that are directly linked to the physiology of an operator such as a driver. The best systems are completely transparent to the operator until the moment he/she must react. In transportation, cameras placed in the passenger compartment and looking at least at the face of the driver are most likely the best way to sense physiology related symptoms such as facial expressions and the fine behavior of the eyeballs and eyelids. We present here the new database (available on http://www.drozy.ulg.ac.be) called DROZY that provides multiple modalities of data to tackle the design of drowsiness monitoring systems and related experiments. We also present two novel systems developed using this database that can make predictions about the speed of reaction of an operator by using near-infrared intensity and range images of his/her face.
Disciplines :
Electrical & electronics engineering
Author, co-author :
Massoz, Quentin ;  Université de Liège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Exploitation des signaux et images
Langohr, Thomas ;  Université de Liège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Exploitation des signaux et images
François, Clémentine ;  Université de Liège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Dép. d'électric., électron. et informat. (Inst.Montefiore)
Verly, Jacques ;  Université de Liège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Exploitation des signaux et images
Language :
English
Title :
The ULg Multimodality Drowsiness Database (called DROZY) and examples of use
Publication date :
2016
Event name :
IEEE Winter Conference on Applications of Computer Vision (WACV 2016)
Event place :
Lake Placid, United States - New York
Event date :
from 07-03-2016 to 10-03-2016
Audience :
International
Main work title :
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision (WACV)
Peer reviewed :
Peer reviewed
Available on ORBi :
since 19 January 2016

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