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Capacitive facial movement detection for human–computer interaction to click by frowning and lifting eyebrows Assistive technology

机译:电容式面部运动检测,用于人机交互,眉头皱眉和抬起点击,辅助技术

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摘要

A capacitive facial movement detection method designed for human–computer interaction is presented. Some point-and-click interfaces use facial electromyography for clicking. The presented method provides a contactless alternative. Electrodes with no galvanic coupling to the face are used to form electric fields. Changes in the electric fields due to facial movements are detected by measuring capacitances between the electrodes. A prototype device for measuring a capacitance signal affected by frowning and lifting eyebrows was constructed. A commercial integrated circuit for capacitive touch sensors is used in the measurement. The applied movement detection algorithm uses an adaptive approach to provide operation capability in noisy and dynamic environments. Experimentation with 10 test subjects proved that, under controlled circumstances, the movements are detected with good efficiency, but characterizing the movements into frowns and eyebrow lifts is more problematic. Integration with a two-dimensional (2D) pointing solution and further experiments are still required. Keywords Assistive device - Capacitive detection - Electric field sensing - Facial movement - Human–computer interaction
机译:提出了一种为人机交互设计的电容式面部运动检测方法。某些点击界面使用面部肌电图进行点击。所提出的方法提供了非接触式替代方案。没有电耦合到面部的电极用于形成电场。通过测量电极之间的电容,可以检测出由于面部运动引起的电场变化。构建了用于测量受皱眉和眉毛影响的电容信号的原型设备。测量中使用了用于电容式触摸传感器的商用集成电路。所应用的运动检测算法使用自适应方法来提供在嘈杂和动态环境中的操作能力。对10个测试对象进行的实验证明,在可控的情况下,可以很好地检测到动作,但是将动作表征为眉头和眉毛的提升更为困难。仍需要与二维(2D)指向解决方案集成以及进一步的实验。关键词辅助设备电容检测电场感应面部运动人机交互

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