I. Introduction
In recent years, face recognition has been used in some security systems in our daily life. For example, some mobile devices have used this method to unlock the devices. However, this method is affected when COVID-19 emerges. This method worked very well before, but now it does not work well when users are wearing a mask because the accuracy of this method is affected [1].