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Detection of a driver's visual attention using the online UFOV method
- Source :
- Danno, M, Kortelainen, J M, Kutila, M & Miyaji, M 2010, Detection of a driver's visual attention using the online UFOV method . in 13th International IEEE Conference on Intelligent Transportation Systems . IEEE Institute of Electrical and Electronic Engineers, Piscataway, NJ, USA, pp. 770-776, 13th International IEEE Conference on Intelligent Transportation Systems, ITSC 2010, Funchal, Madeira Island, Portugal, 19/09/10 . https://doi.org/10.1109/ITSC.2010.5625008, ITSC
- Publication Year :
- 2010
- Publisher :
- IEEE Institute of Electrical and Electronic Engineers, 2010.
-
Abstract
- This paper investigates whether a driver's useful field of view (UFOV) can be measured during normal driving tasks without the driver being aware of the system. We were able to develop an online method to measure the driver's UFOV (oUFOV) automatically using a real car driving test, in the city of Tampere. The system was merged with two different technical solutions that estimated if the driver paid attention to the traffic objects that appeared in his or her peripheral vision. Here, the original laboratory method using a PC display was expanded to monitor the driver for much longer periods. By incorporating the oUFOV method into a driving simulation environment in Japan, we were also able to conduct safer tests for the drivers with reduced visual conditions, such as the driver's mental status change (hasty driving), and replace more accurate control parameters with simulation software in cases of risky driving scenarios. Thus, we confirmed that the oUFOV can measure the visual conditions for the driver and be deployed as a real-time driver support system with an automatic intrusive HMI adaptation function or immediate alarming, in the future, without driver awareness, according to the driver's visual attention capability.
- Subjects :
- Engineering
Machine vision
business.industry
Advanced driver assistance systems
machine vision
computer.software_genre
Visualization
Simulation software
image analysis
SAFER
Peripheral vision
Useful field of view
driver monitoring
UFOV
image
Adaptation (computer science)
business
computer
Simulation
human factors
HMI
human-machine interaction
camera
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Danno, M, Kortelainen, J M, Kutila, M & Miyaji, M 2010, Detection of a driver's visual attention using the online UFOV method . in 13th International IEEE Conference on Intelligent Transportation Systems . IEEE Institute of Electrical and Electronic Engineers, Piscataway, NJ, USA, pp. 770-776, 13th International IEEE Conference on Intelligent Transportation Systems, ITSC 2010, Funchal, Madeira Island, Portugal, 19/09/10 . https://doi.org/10.1109/ITSC.2010.5625008, ITSC
- Accession number :
- edsair.doi.dedup.....0deaefdc969d43733338f0a927ec1e33