Eye and mouth movements extraction for driver cognitive distraction detection

Author

Azman, Afizan ; Meng, Qinggang ; Edirisinghe, Eran ; Azman, Hartini

Author_Institution

Res. Sch. of Inf., Loughborough Univ., Loughborough, UK

fYear

2012

fDate

7-8 April 2012

Firstpage

220

Lastpage

225

Abstract

Cognitive distraction is happened when a driver´s mind is off the road. It happened when a driver is looking on the road but his mind is doing a thinking process. It has been found that, cognitive distraction is the most dangerous type of driver distractions. This has been presented in the comparison table and stem plot between Control Experiment result and Task Experiment result. Information from eye movement and mouth movement are obtained using the faceLab cameras and their correlation is discussed here. Two sets of experiment (Control and Task) with 6 participants were completed for this paper. Results were presented in scatter diagram to show the correlation between eye and mouth movements. Stem plot is to show the different result obtained between control and task experiment.

Keywords

eye; feature extraction; image motion analysis; road safety; traffic engineering computing; control experiment result; driver cognitive distraction detection; eye movements extraction; faceLab cameras; mouth movements extraction; scatter diagram; task experiment result; Cameras; Correlation; Educational institutions; Mouth; Roads; Vehicles; Visualization; Cognitive distraction; Driving Safety; correlation; faceLAB; stem plot;

fLanguage

English

Publisher

ieee

Conference_Titel

Business Engineering and Industrial Applications Colloquium (BEIAC), 2012 IEEE

Conference_Location

Kuala Lumpur

Print_ISBN

978-1-4673-0425-2

Type

conf

DOI

10.1109/BEIAC.2012.6226056

Filename

6226056