电眼镜和正视校准使水平和垂直的目光估计,即使闭上眼睛
Xin Wei1, Felix Dollack1, Kiyoshi Kiyokawa1
1Graduate School of Science and Technology, Nara Institute of Science and Technology (NAIST), Ikoma 630-0192, Japan.
Sensors (Basel, Switzerland)
|November 13, 2025
概括
电眼镜 (EOG) 能够有效地检测眼睛的视线方向,即使是闭眼,与眼睛打开时的相机系统相匹配. 这为辅助技术和疾病检测开辟了新的途径.
科学领域:
- 神经科学是一个神经科学.
- 生物医学工程 生物医学工程
- 人与计算机的交互
背景情况:
- 眼动分析对于理解认知和开发辅助技术至关重要.
- 基于相机的眼睛跟踪和电眼镜 (EOG) 是主要的测量方法.
- EOG提供了一个独特的优势,因为它在没有直接眼睛可见性的情况下运行,即使眼睛闭着.
研究的目的:
- 评估使用EOG用于闭眼检测视线方向的可行性.
- 为了比较EOG的性能与基于摄像头的眼睛跟踪.
- 探索EOG在辅助技术和诊断领域新型应用的潜力.
主要方法:
- 15名参与者参与了一个以开眼和闭眼进行自感校准的任务.
- 使用基于摄像头的眼睛追踪器和EOG.同时记录眼睛的运动.
- 交叉相关性分析和统计/等价性测试用于数据评估.
主要成果:
- 在EGG视线信号和指导轨迹之间观察到可靠的时间同步.
- 对于眼睛开放条件,EOG跟踪证明了与基于摄像头的跟踪的统计等价性.
- EOG信号在闭眼时准确地遵循指导路径,表现优于机会级别的表现.
结论:
- EOG是一种可行的替代品,用于基于摄像头的眼睛跟踪,特别是当眼睛关闭时.
- 基于EOG的凝视检测显示出开发视力障碍者眼动接口的前景.
- 这项研究支持了EOG在研究闭眼运动和早期疾病检测方面的实用性.
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