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Recognition method of construction conflict based on driver's eye movement
- Source :
- Accident; analysis and prevention. 113
- Publication Year :
- 2017
-
Abstract
- Drivers eye movement data in simulated construction conflicts at different speeds were collected and analyzed to find the relationship between the drivers’ eye movement and the construction conflict. On the basis of the relationship between the drivers’ eye movement and the construction conflict, the peak point of wavelet processed pupil diameter, the first point on the left side of the peak point and the first blink point after the peak point are selected as key points for locating construction conflict periods. On the basis of the key points and the GSA, a construction conflict recognition method so called the CCFRM is proposed. And the construction conflict recognition speed and location accuracy of the CCFRM are verified. The good performance of the CCFRM verified the feasibility of proposed key points in construction conflict recognition.
- Subjects :
- Automobile Driving
Eye Movements
Computer science
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Pupil diameter
Human Factors and Ergonomics
050105 experimental psychology
03 medical and health sciences
0302 clinical medicine
Wavelet
Humans
0501 psychology and cognitive sciences
Computer vision
Point (geometry)
Computer Simulation
Safety, Risk, Reliability and Quality
Basis (linear algebra)
Blinking
business.industry
05 social sciences
Public Health, Environmental and Occupational Health
Accidents, Traffic
Eye movement
Pupil
Key (cryptography)
Feasibility Studies
Environment Design
Artificial intelligence
business
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 18792057
- Volume :
- 113
- Database :
- OpenAIRE
- Journal :
- Accident; analysis and prevention
- Accession number :
- edsair.doi.dedup.....f122f64091466248b34dbb8485f42c9e