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Contactless Patient Authentication for Registration Using Face Recognition Technology

机译：非接触式患者认证使用面部识别技术注册

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摘要

Patient registration is an essential process in every clinic and hospital before services are provided to patients. Usually, patient's identity card or fingerprint (through a fingerprint scanner) will be requested for identity authentication in order to retrieve medical records of the patient. However, the current global health crisis of COVID-19 pandemic is raising concern on the hygiene and safety of sharing objects or touching surfaces. Same worry is also occurred towards the patient registration interaction process; further, hospitals and clinics are classified as high risk premises. Therefore, a contactless patient authentication for registration using face recognition technology is proposed in this work. In this system, a face is scanned and processed. If the face exists in the database indicating that the subject is an established patient, the patient's records will be retrieved. Else, a new patient registration will be performed to register a new account. The efficiency of the system is assessed using our self-collected database. Empirical results show that the proposed system is able to attain 94% accuracy. But, an inferior performance is obtained, especially dealing with makeup variation.
机译：患者注册是在向患者提供服务之前的每一个诊所和医院的重要过程。通常，将要求患者的身份证或指纹（通过指纹扫描仪）进行身份认证，以便检索患者的病历。然而，目前Covid-19大流行的全球健康危机正在提高对共享物体或触摸表面的卫生和安全性的关注。患者注册互动过程也发生了同样的担忧;此外，医院和诊所被归类为高风险场所。因此，在这项工作中提出了使用面部识别技术进行注册的非接触式患者认证。在该系统中，扫描和处理面部。如果在数据库中存在表明主题是既定的患者，则将检索患者的记录。否则，将执行新的患者注册以注册新帐户。使用我们的自集数据库进行评估系统的效率。经验结果表明，该系统能够获得94％的精度。但是，获得了较差的性能，特别是处理化妆变化。

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