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METHOD OF PERSON IDENTIFICATION BY EEG-RESPONSE TO AMBIGUOUS IMAGES

机译:对模糊图像进行脑电识别的人员识别方法

摘要

The invention relates to biometric person identification and authentication techniques and can be used in systems of restricted access to guarded facilities, training and electronic document management systems, electronic passports and identity cards. A method to identify a person by its EEG response to ambiguous images consists in identifying individual reactions to various stimuli using electric encephalograms (EEGs) generated by the so-called ambiguous images, e.g., Necker cubes; presenting a small set of such to the person identified yields a sufficiently complete EEG portrait, which is stored in the database and is used as a reference for further identification; artificial neural networks are used to generate recognition algorithms. The technical result is the experimentally-verified correct identification of a single operator among the two or several in 99% of cases thus proving the functionality, reliability and high precision of the method proposed while using a limited number of simple stimuli that Necker cubes present. Reducing the number of stimuli cuts back on the time required to implement the method.
机译:本发明涉及生物特征识别和鉴别技术,可以用于对保安设施,培训和电子文件管理系统,电子护照和身份证的访问受限的系统中。一种通过其对模糊图像的脑电图反应来识别人的方法,包括使用由所谓的模糊图像(例如,内克立方体)生成的脑电图(EEG)来识别对各种刺激的个体反应。向识别出的人展示一小组这样的图像,会产生足够完整的脑电图肖像,该肖像被存储在数据库中,并用作进一步识别的参考;人工神经网络用于生成识别算法。技术结果是在99%的情况下,通过实验验证了两个或多个操作符中的单个操作符的正确识别,从而证明了所提出方法的功能,可靠性和高精度,同时使用了Necker多维数据集提供的有限数量的简单刺激。减少刺激的次数减少了实施该方法所需的时间。

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