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Gaze Estimation Method Using Analysis of Electrooculogram Signals and Kinect Sensor

机译:基于眼电信号分析和Kinect传感器的注视估计方法

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摘要

A gaze estimation system is one of the communication methods for severely disabled people who cannot perform gestures and speech. We previously developed an eye tracking method using a compact and light electrooculogram (EOG) signal, but its accuracy is not very high. In the present study, we conducted experiments to investigate the EOG component strongly correlated with the change of eye movements. The experiments in this study are of two types: experiments to see objects only by eye movements and experiments to see objects by face and eye movements. The experimental results show the possibility of an eye tracking method using EOG signals and a Kinect sensor.
机译:注视估计系统是无法执行手势和语音的严重残障人士的一种通信方法。我们之前开发了一种使用紧凑且轻巧的眼电图(EOG)信号的眼动追踪方法,但其准确性不是很高。在本研究中,我们进行了实验以研究与眼睛运动变化密切相关的EOG成分。本研究中的实验分为两种类型:仅通过眼动看物体的实验和通过脸部和眼动看物体的实验。实验结果表明使用EOG信号和Kinect传感器进行眼动追踪的可能性。

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