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Head-Free, Remote Gaze Detection System Based on Pupil-Corneal Reflection Method with Using Two Video Cameras - One-Point and Nonlinear Calibrations

机译:使用两点和非线性校准基于瞳孔角膜反射方法的无头远程凝视检测系统 - 单点和非线性校准

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We developed a pupil-corneal reflection method-based gaze detection system, which allows head movements and achieves easy gaze calibration. The proposed gaze detection theory determines gaze points on a PC screen from the vector from the corneal reflection to pupil center, 3D pupil position, two cameras position, etc. In a gaze calibration procedure, after a user is asked to gaze one specific calibration target at a center of a PC screen, the nonlinear characteristic of the eyes has been automatically corrected while the user is using this gaze system. The experimental results show that the proposed calibration method improved the precision of gaze detection during browsing web pages. In addition, the average gaze error in the visual angle is less than 0.6 degree for the nine head positions.
机译:我们开发了一种基于瞳孔角膜反射方法的凝视检测系统,允许头部运动并易于凝视校准。 所提出的凝视检测理论从凝视校准过程中从角膜反射到瞳孔中心,3D瞳孔位置,两个摄像机位置等的矢量上的凝视点决定了从瞳孔中心,3d瞳孔位置,两个相机位置等。在识别用户凝视一个特定的校准目标之后 在PC屏幕的一个中心,在用户使用该凝视系统时,眼睛的非线性特性已经自动纠正。 实验结果表明,该校准方法提高了浏览网页期间凝视检测的精度。 另外,九个头位置的视角中的平均凝视误差小于0.6度。

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