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Real-time estimation of eye gaze by in-ear electrodes

机译:内耳电极实时凝视的实时估计

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摘要

Cognitive control of a hearing aid is the topic for several ongoing studies. The relevance of these studies should be seen in the light of inadequate steering of current hearing aids. While most studies are concerned with auditory attention tracking from the electroencephalogram (EEG), a complimentary approach may be to use visual attention tracking to steer the devices. Visual attention may be characterized by gaze direction, which can be obtained by electrooculography (EOG). EOG may be recorded from electrodes placed in the ear canal, termed EarEOG. To test the comparison of conventional EOG and EarEOG recordings, we conducted two experiments with six subjects. In the first experiment, the subjects were instructed to follow a moving dot on the screen moving in large saccades. In the second experiment, there were five large targets, and within each target, the dot had minor movements. When comparing conventional EOG and EarEOG, correlations of 0.9 and 0.91 with standard deviations of 0.02 were obtained for the two experiments respectively. To assess the feasibility of using EarEOG in real-time, correlation between EarEOG and the timecourse of the dot position was performed. When both signals were filtered with the same real-time applicable filter, correlations of 0.83 and 0.85 with standard deviations of 0.09 and 0.05 were found respectively to the two experiments. In conclusion, this study provides motivational aspects of using EarEOG to estimate eye gaze, as well as it identifies important future challenges in real-time applications to steer external devices such as a hearing aid.
机译:对助听器的认知控制是几项持续研究的主题。应根据当前助听器的转向不足,看到这些研究的相关性。虽然大多数研究涉及从脑电图(EEG)的听觉关注跟踪,但是可以使用互联网来使用视觉注意力来转向装置。可视注意可以通过凝视方向表征,其可以通过电胶(EOG)获得。 Eog可以从放置在耳道管中的电极记录,称为EAREOG。为了测试传统EOG和EAGOG录像的比较,我们进行了两项实验,六个受试者进行了两项实验。在第一次实验中,指示受试者在屏幕上沿着大扫描移动的移动点进行遵循。在第二个实验中,有五个大目标,并且在每个目标内,点的运动很小。当比较传统的EOG和EAGEOG时,分别为两项实验中获得0.9和0.91的相关性,标准偏差为0.02。为了评估使用eareog实时使用eareog的可行性,进行EAREOG之间的相关性和点位置的时间表。当使用相同的实时适用过滤器过滤两个信号时,分别发现0.83和0.85的相关性分别与标准偏差为0.09和0.05的两个实验。总之,本研究提供了使用EAREOG来估计眼睛注视的动机方面,以及它识别实时应用中的重要未来挑战,以引导诸如助听器的外部设备。

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