2024-03-28T11:17:49Z
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2023-01-16T03:58:42Z
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Automatic calibration of an in-vehicle gaze tracking system using driver's typical gaze behavior
Yamashiro, Kenji
38363
Deguchi, Daisuke
38364
Takahashi, Tomokazu
38365
Ide, Ichiro
38366
Murase, Hiroshi
38367
Higuchi, Kazunori
38368
Naito, Takashi
38369
Many research works have been carried out to measure and use a driver's gaze directions to prevent traffic accidents caused by inattentive driving, neglect to confirm safe conditions, and other driver errors. A calibration process is needed to measure correct gaze directions for a gaze tracking system. However, existing calibration methods require a driver to gaze at specified points before driving. In this paper, we propose a method for automatic calibration of an in-vehicle gaze tracking system by analyzing the driver's typical gaze behavior. The proposed method uses the rear-view and the side-view mirror positions as reference points. The effectiveness of the proposed method is demonstrated by experiments on measuring gaze directions in actual road environments.
journal article
IEEE
2009-06-03
application/pdf
Intelligent Vehicles Symposium, 2009 IEEE
998
1003
http://hdl.handle.net/2237/13967
http://dx.doi.org/10.1109/IVS.2009.5164417
1931-0587
https://nagoya.repo.nii.ac.jp/record/12089/files/3.pdf
eng
https://doi.org/10.1109/IVS.2009.5164417
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