A Review on Eye-Tracking Metrics for Sleepiness

Debasis Roy; Fiona Fui-Hoon Nah

doi:10.1007/978-3-030-60152-2_47

A Review on Eye-Tracking Metrics for Sleepiness

Debasis Roy
, Fiona Fui-Hoon Nah

Missouri University of Science and Technology

Research output: Contribution to journal › Article › peer-review

Abstract

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.

Original language	American English
Journal	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	12427 LNCS
DOIs	https://doi.org/10.1007/978-3-030-60152-2_47
State	Published - Jul 24 2020

Keywords

Blink
Cognitive Performance
Eye Tracking
Fixation
Saccade
Sleep Deprivation
Sleepiness
Smooth Pursuit

Disciplines

Business

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https://doi.org/10.1007/978-3-030-60152-2_47

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AB - 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.

KW - Blink

KW - Cognitive Performance

KW - Eye Tracking

KW - Fixation

KW - Saccade

KW - Sleep Deprivation

KW - Sleepiness

KW - Smooth Pursuit

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ER -

A Review on Eye-Tracking Metrics for Sleepiness

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