Title :
Cognitive workload estimation due to vague visual stimuli using saccadic eye movements
Author :
Bodala, Indu P. ; Yu Ke ; Mir, Hasan ; Thakor, Nitish V. ; Al-Nashash, Hasan
Author_Institution :
Singapore Inst. for Neurotechnology, Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
Visual perception is affected by the quality of stimulus. In this paper, we investigate the rise in cognitive workload of an individual performing visual task due to vague visual stimuli. We make use of normalized average peak saccadic velocity to estimate the cognitive workload. Results obtained from 16 human subjects show that the mean of peak saccadic velocity increases with workload indicating that faster saccades are required to obtain information as the workload increases. This technique should find application in assessment of vigilance and cognitive performance in many demanding professional, industrial and transportation situation.
Keywords :
biomechanics; cognition; electroencephalography; eye; visual perception; cognitive workload estimation; saccadic eye movements; vague visual stimuli; visual perception; visual task; Degradation; Electroencephalography; Estimation; Image sequences; Indexes; NASA; Visualization;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6944252