COVID-19 has been announced as a Global Communal Health Extremity by WHO on January 2020. Meaningful preventive solutions have been taken with smartphone selfie/geofencing apps toward managing mandatory home quarantine and physical distancing. In the post-COVID world, fast screening and strict quarantine can play a crucial role in bringing back normality. Quarantine being offered at home can be a comfortable solution for both government and patients. On the other hand, it can be hazardous if not strictly followed and adequately realized. However, the existing geofencing/face selfie apps take static photographs and location data at certain time intervals that can allow patients to violate the rules between those periods, thus failing to ensure active user identity. To realize unbreached home quarantine policies, this article introduces a CUBA-HQM smartphone app that performs continuous user biometric authentication (CUBA) augmented with geofencing using AI technology. The purpose of continuous tracking is to strictly control the spread of infectious diseases in society by monitoring the individual move in/out in the quarantine zone.

中文翻译：

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AI生物识别驱动的智能手机应用程序，用于严格的COVID后家庭隔离管理

世界卫生组织已于2020年1月宣布COVID-19为全球公共卫生极端活动。智能手机自拍/地理信息处理应用程序已采取了有意义的预防性解决方案，以管理强制性家庭隔离和身体疏散。在后COVID世界中，快速筛查和严格隔离对恢复正常状态起着至关重要的作用。无论是政府还是患者，在家中提供的隔离都是一个舒适的解决方案。另一方面，如果不严格遵守和充分实现，可能会很危险。但是，现有的地理围栏/人脸自拍应用程序会按特定的时间间隔拍摄静态照片和位置数据，这可能会使患者违反这些时间段之间的规则，从而无法确保活跃的用户身份。为实现未违反的家庭隔离政策，本文介绍了CUBA-HQM智能手机应用程序，该应用程序使用AI技术执行连续用户生物特征认证（CUBA），并增强了地理围栏功能。连续跟踪的目的是通过监视隔离区中的个人进/出来严格控制传染病在社会中的传播。