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

^*Corresponding author for this work

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

1 Citation (Scopus)

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	English
Title of host publication	HCI International 2020 – Late Breaking Papers: Interaction, Knowledge and Social Media - 22nd HCI International Conference, HCII 2020, Proceedings
Subtitle of host publication	22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings
Editors	Constantine Stephanidis, Gavriel Salvendy, June Wei, Sakae Yamamoto, Hirohiko Mori, Gabriele Meiselwitz, Fiona Fui-Hoon Nah, Keng Siau
Place of Publication	Cham
Publisher	Springer Nature Switzerland AG
Pages	630-640
ISBN (Electronic)	978-3-030-60152-2
ISBN (Print)	978-3-030-60151-5
DOIs	https://doi.org/10.1007/978-3-030-60152-2_47
Publication status	Published - 2020
Externally published	Yes
Event	22nd International Conference on Human-Computer Interaction (HCII 2020) - AC Bella Sky Hotel and Bella Center (Virtual), Copenhagen, Denmark Duration: 19 Jul 2020 → 24 Jul 2020 http://2020.hci.international/

Publication series

Name	Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI)
Volume	12427
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	22nd International Conference on Human-Computer Interaction (HCII 2020)
Place	Denmark
City	Copenhagen
Period	19/07/20 → 24/07/20
Internet address	http://2020.hci.international/

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 8 Decent Work and Economic Growth

Research Keywords

Blink
Cognitive performance
Eye tracking
Fixation
Saccade
Sleep deprivation
Sleepiness
Smooth pursuit

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

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Roy, D., & Nah, F. F.-H. (2020). A review on eye-tracking metrics for sleepiness. In C. Stephanidis, G. Salvendy, J. Wei, S. Yamamoto, H. Mori, G. Meiselwitz, F. F.-H. Nah, & K. Siau (Eds.), HCI International 2020 – Late Breaking Papers: Interaction, Knowledge and Social Media - 22nd HCI International Conference, HCII 2020, Proceedings: 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings (pp. 630-640). (Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI); Vol. 12427). Springer Nature Switzerland AG. https://doi.org/10.1007/978-3-030-60152-2_47

Roy, Debasis ; Nah, Fiona Fui-Hoon. / A review on eye-tracking metrics for sleepiness. HCI International 2020 – Late Breaking Papers: Interaction, Knowledge and Social Media - 22nd HCI International Conference, HCII 2020, Proceedings: 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings. editor / Constantine Stephanidis ; Gavriel Salvendy ; June Wei ; Sakae Yamamoto ; Hirohiko Mori ; Gabriele Meiselwitz ; Fiona Fui-Hoon Nah ; Keng Siau. Cham : Springer Nature Switzerland AG, 2020. pp. 630-640 (Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI)).

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title = "A review on eye-tracking metrics for sleepiness",

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.",

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author = "Debasis Roy and Nah, \{Fiona Fui-Hoon\}",

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Roy, D & Nah, FF-H 2020, A review on eye-tracking metrics for sleepiness. in C Stephanidis, G Salvendy, J Wei, S Yamamoto, H Mori, G Meiselwitz, FF-H Nah & K Siau (eds), HCI International 2020 – Late Breaking Papers: Interaction, Knowledge and Social Media - 22nd HCI International Conference, HCII 2020, Proceedings: 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings. Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI), vol. 12427, Springer Nature Switzerland AG, Cham, pp. 630-640, 22nd International Conference on Human-Computer Interaction (HCII 2020), Copenhagen, Denmark, 19/07/20. https://doi.org/10.1007/978-3-030-60152-2_47

A review on eye-tracking metrics for sleepiness. / Roy, Debasis; Nah, Fiona Fui-Hoon.
HCI International 2020 – Late Breaking Papers: Interaction, Knowledge and Social Media - 22nd HCI International Conference, HCII 2020, Proceedings: 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings. ed. / Constantine Stephanidis; Gavriel Salvendy; June Wei; Sakae Yamamoto; Hirohiko Mori; Gabriele Meiselwitz; Fiona Fui-Hoon Nah; Keng Siau. Cham: Springer Nature Switzerland AG, 2020. p. 630-640 (Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI); Vol. 12427).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - A review on eye-tracking metrics for sleepiness

AU - Roy, Debasis

AU - Nah, Fiona Fui-Hoon

PY - 2020

Y1 - 2020

N2 - 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.

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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U2 - 10.1007/978-3-030-60152-2_47

DO - 10.1007/978-3-030-60152-2_47

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 978-3-030-60151-5

T3 - Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI)

SP - 630

EP - 640

BT - HCI International 2020 – Late Breaking Papers: Interaction, Knowledge and Social Media - 22nd HCI International Conference, HCII 2020, Proceedings

A2 - Stephanidis, Constantine

A2 - Salvendy, Gavriel

A2 - Wei, June

A2 - Yamamoto, Sakae

A2 - Mori, Hirohiko

A2 - Meiselwitz, Gabriele

A2 - Nah, Fiona Fui-Hoon

A2 - Siau, Keng

PB - Springer Nature Switzerland AG

CY - Cham

T2 - 22nd International Conference on Human-Computer Interaction (HCII 2020)

Y2 - 19 July 2020 through 24 July 2020

ER -

Roy D, Nah FFH. A review on eye-tracking metrics for sleepiness. In Stephanidis C, Salvendy G, Wei J, Yamamoto S, Mori H, Meiselwitz G, Nah FFH, Siau K, editors, HCI International 2020 – Late Breaking Papers: Interaction, Knowledge and Social Media - 22nd HCI International Conference, HCII 2020, Proceedings: 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings. Cham: Springer Nature Switzerland AG. 2020. p. 630-640. (Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI)). Epub 2020 Sept 27. doi: 10.1007/978-3-030-60152-2_47

A review on eye-tracking metrics for sleepiness

Abstract

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UN SDGs

Research Keywords

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