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New computer interface combining gaze tracking and brainwave measurements

机译:新的计算机界面结合了凝视跟踪和脑电波测量

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摘要

We present a new computer interface that combines gaze tracking with brainwave measurements in an integrated head-mounted device. This interface is novel in the following four ways compared to previous works. First, because the system is designed as a single head-mounted device, both the brainwave data and eye images for gaze tracking can be acquired by wearing only one device that includes a sensing node and an eye image-capturing camera. Second, the noise in the brainwave data caused by blinking is removed by a blink detection system in the eye camera. Third, the sensitivity of a gaze-based navigation speed is appropriately controlled on the basis of the level of attention estimated by analyzing the brainwave. Fourth, performance and usability of the interface are validated by objective evaluating and subjective surveys. From experimental results, we confirmed that the proposed system shows promising performance and usability as a new computer interface1.
机译:我们提出了一个新的计算机界面,该界面在集成的头戴式设备中将凝视跟踪与脑电波测量相结合。与以前的作品相比,该界面在以下四个方面是新颖的。首先,由于该系统被设计为单个头戴式设备,因此通过仅佩戴一个包含传感节点和眼睛图像捕获相机的设备,就可以获取用于凝视跟踪的脑电波数据和眼睛图像。其次,由眨眼引起的脑电波数据中的噪声由眼相机的眨眼检测系统消除。第三,基于通过分析脑电波估计的注意力水平,适当地控制基于凝视的导航速度的灵敏度。第四,通过客观评估和主观调查来验证界面的性能和可用性。从实验结果来看,我们确认了拟议的系统作为新的计算机接口显示出令人鼓舞的性能和可用性。

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