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首页> 外文期刊>IEEE transactions on mobile computing >iBlink: A Wearable Device Facilitating Facial Paralysis Patients to Blink
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iBlink: A Wearable Device Facilitating Facial Paralysis Patients to Blink

机译:iBlink:一种可穿戴设备,可促进面瘫患者眨眼

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摘要

Facial paralysis makes patients lose their facial movements, which can incur eye damage even blindness since patients are incapable of blinking. We design and implement a pair of smart glasses iBlink to assist facial paralysis patients to blink. The basic idea is to monitor the normal side of the face with a camera and stimulate the paralyzed side, so that the blink of the both eyes become symmetric. Our contributions are: First, we propose an eye-blink detection mechanism based on support vector machine (SVM), which can detect asymmetric blinks of patients under various illumination conditions with an accuracy above 99 percent. Our eye-image library for training the model is published online for further related studies, which contains more than 30,000 eye images. Second, we design and implement an automatic stimulation circuits to generate electrical impulse for stimulating the patient's facial nerve branches, which can configure operational parameters in a self-adaptive manner for different patients. Third, we implement the entire iBlink system, which integrates the two functions above and a communication function module for tele-medicine applications. We conduct experiments in a hospital to obtain the design basis and verify effectiveness of our device.
机译:面部麻痹会使患者失去面部运动能力,因为患者无法眨眼,甚至可能导致失明,甚至对眼睛造成伤害。我们设计并实现了一副智能眼镜iBlink,以帮助面瘫患者眨眼。基本思想是用照相机监视脸部的正常侧并刺激瘫痪侧,从而使双眼的眨眼变得对称。我们的贡献是:首先,我们提出了一种基于支持向量机(SVM)的眨眼检测机制,该机制可以检测各种光照条件下患者的不对称眨眼,其准确度高于99%。我们用于训练模型的眼睛图像库已在线发布,以进行进一步的相关研究,其中包含30,000多个眼睛图像。其次,我们设计并实现了自动刺激电路,以产生电脉冲来刺激患者的面神经分支,从而可以以自适应方式为不同患者配置操作参数。第三,我们实现了整个iBlink系统,该系统集成了上述两个功能和一个用于远程医疗应用的通信功能模块。我们在医院进行实验,以获得设计依据并验证设备的有效性。

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