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@article{ART003109560},
author={Ye Jun Lee and Yongkuk Kim and Da Young Kim and Jeongtack Min and Min-Kyu Kim},
title={Research on Ocular Data Analysis and Eye Tracking in Divers},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2024},
volume={29},
number={8},
pages={43-51},
doi={10.9708/jksci.2024.29.08.043}

TY - JOUR
AU - Ye Jun Lee
AU - Yongkuk Kim
AU - Da Young Kim
AU - Jeongtack Min
AU - Min-Kyu Kim
TI - Research on Ocular Data Analysis and Eye Tracking in Divers
JO - Journal of The Korea Society of Computer and Information
PY - 2024
VL - 29
IS - 8
PB - The Korean Society Of Computer And Information
SP - 43
EP - 51
SN - 1598-849X
AB - This paper proposes a method for acquiring and analyzing ocular data using a special-purpose diver mask targeted at divers who primarily engage in underwater activities. This involves tracking the user's gaze with the help of a custom-built ocular dataset and a YOLOv8-nano model developed for this purpose. The model achieved an average processing time of 45.52ms per frame and successfully recognized states of eyes being open or closed with 99% accuracy. Based on the analysis of the ocular data, a gaze tracking algorithm was developed that can map to real-world coordinates. The validation of this algorithm showed an average error rate of about 1% on the x-axis and about 6% on the y-axis.
KW - Deep learning;Object Detection;Eye Tracking;SCUBA;Diver mask
DO - 10.9708/jksci.2024.29.08.043
ER -

Ye Jun Lee, Yongkuk Kim, Da Young Kim, Jeongtack Min and Min-Kyu Kim. (2024). Research on Ocular Data Analysis and Eye Tracking in Divers. Journal of The Korea Society of Computer and Information, 29(8), 43-51.

Ye Jun Lee, Yongkuk Kim, Da Young Kim, Jeongtack Min and Min-Kyu Kim. 2024, "Research on Ocular Data Analysis and Eye Tracking in Divers", Journal of The Korea Society of Computer and Information, vol.29, no.8 pp.43-51. Available from: doi:10.9708/jksci.2024.29.08.043

Ye Jun Lee, Yongkuk Kim, Da Young Kim, Jeongtack Min, Min-Kyu Kim "Research on Ocular Data Analysis and Eye Tracking in Divers" Journal of The Korea Society of Computer and Information 29.8 pp.43-51 (2024) : 43.

Ye Jun Lee, Yongkuk Kim, Da Young Kim, Jeongtack Min, Min-Kyu Kim. Research on Ocular Data Analysis and Eye Tracking in Divers. 2024; 29(8), 43-51. Available from: doi:10.9708/jksci.2024.29.08.043

Ye Jun Lee, Yongkuk Kim, Da Young Kim, Jeongtack Min and Min-Kyu Kim. "Research on Ocular Data Analysis and Eye Tracking in Divers" Journal of The Korea Society of Computer and Information 29, no.8 (2024) : 43-51.doi: 10.9708/jksci.2024.29.08.043

Ye Jun Lee; Yongkuk Kim; Da Young Kim; Jeongtack Min; Min-Kyu Kim. Research on Ocular Data Analysis and Eye Tracking in Divers. Journal of The Korea Society of Computer and Information, 29(8), 43-51. doi: 10.9708/jksci.2024.29.08.043

Ye Jun Lee; Yongkuk Kim; Da Young Kim; Jeongtack Min; Min-Kyu Kim. Research on Ocular Data Analysis and Eye Tracking in Divers. Journal of The Korea Society of Computer and Information. 2024; 29(8) 43-51. doi: 10.9708/jksci.2024.29.08.043

Ye Jun Lee, Yongkuk Kim, Da Young Kim, Jeongtack Min, Min-Kyu Kim. Research on Ocular Data Analysis and Eye Tracking in Divers. 2024; 29(8), 43-51. Available from: doi:10.9708/jksci.2024.29.08.043

Ye Jun Lee, Yongkuk Kim, Da Young Kim, Jeongtack Min and Min-Kyu Kim. "Research on Ocular Data Analysis and Eye Tracking in Divers" Journal of The Korea Society of Computer and Information 29, no.8 (2024) : 43-51.doi: 10.9708/jksci.2024.29.08.043