• Title/Summary/Keyword: The Abrupt Change of Eye Movement

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A Study on Gaze Tracking Based on Pupil Movement, Corneal Specular Reflections and Kalman Filter (동공 움직임, 각막 반사광 및 Kalman Filter 기반 시선 추적에 관한 연구)

  • Park, Kang-Ryoung;Ko, You-Jin;Lee, Eui-Chul
    • The KIPS Transactions:PartB
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    • v.16B no.3
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    • pp.203-214
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    • 2009
  • In this paper, we could simply compute the user's gaze position based on 2D relations between the pupil center and four corneal specular reflections formed by four IR-illuminators attached on each corner of a monitor, without considering the complex 3D relations among the camera, the monitor, and the pupil coordinates. Therefore, the objectives of our paper are to detect the pupil center and four corneal specular reflections exactly and to compensate for error factors which affect the gaze accuracy. In our method, we compensated for the kappa error between the calculated gaze position through the pupil center and actual gaze vector. We performed one time user calibration to compensate when the system started. Also, we robustly detected four corneal specular reflections that were important to calculate gaze position based on Kalman filter irrespective of the abrupt change of eye movement. Experimental results showed that the gaze detection error was about 1.0 degrees though there was the abrupt change of eye movement.