阅读《Detection of EEG-Based Eye-Blinks Using A Thresholding Algorithm》小结

Title: Detection of EEG-Based Eye-Blinks Using A Thresholding Algorithm

作者：Dang-Khoa Tran
发表时间：11-05-2015
发表机构：Biomedical Engineering, Faculty of Electrical, Electronics Engineering, HCMC University of Technology and Education, Vietnam.
DOI：10.24018/ejers.2021.6.4.2438

摘要：本文提出了一种简单、快速、自动化的眨眼检测算法，在算法执行前不需要用户训练。对脑电信号进行平滑滤波，然后进行眨眼检测。我们在10名志愿者中进行了实验，并使用Emotiv EPOC+耳机在三次试验中收集了三种不同的眨眼数据集。所提出的方法始终如一地成功检测出眨眼的尖刺活动，平均准确率超过96%。

本研究主要分为三个模块：1）数据收集、2）信号预处理、3）眨眼检测。框架如下：

数据采集：
本文使用国际10-20湿式脑电图系统记录所有数据集，Emotiv EPOC+头戴式耳机，混合使用16个头皮和前额电极

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阅读《Detection of EEG-Based Eye-Blinks Using A Thresholding Algorithm》小结

Title: Detection of EEG-Based Eye-Blinks Using A Thresholding Algorithm

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