• DocumentCode
    140015
  • 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
  • fYear
    2014
  • fDate
    26-30 Aug. 2014
  • Firstpage
    2993
  • Lastpage
    2996
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
  • Conference_Location
    Chicago, IL
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2014.6944252
  • Filename
    6944252