A review on eye-tracking metrics for sleepiness

Sleepiness that can arise from sleep deprivation can increase human errors in task performance and create workplace hazards and accidents. Hence, it is critical to detect sleepiness to minimize hazards and human errors. This paper provides a review of the literature on eye tracking metrics that can...

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Bibliographic Details
Main Authors: ROY, Debasis, NAH, Fiona Fui-hoon
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2020
Subjects:
Online Access:https://ink.library.smu.edu.sg/sis_research/9974
https://ink.library.smu.edu.sg/context/sis_research/article/10974/viewcontent/978_3_030_60152_2_47_pvoa.pdf
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Institution: Singapore Management University
Language: English
Description
Summary:Sleepiness that can arise from sleep deprivation can increase human errors in task performance and create workplace hazards and accidents. Hence, it is critical to detect sleepiness to minimize hazards and human errors. This paper provides a review of the literature on eye tracking metrics that can be used to detect sleepiness. These metrics include blink duration, blink frequency, saccade latency, saccade peak velocity, saccade accuracy, smooth pursuit velocity gain, fixation rate, pupil size, and latency to pupil constriction.