Data-Based Super Resolution of Low-Cost Indirect Time-of-Flight Cameras for 3D Facial Biometric Applications

Despite its higher security, 3D facial recognition is rarely used for authentication. One reason for this is that the acquisition of high-quality 3D data is often too expensive. In order to enable 3D facial authentication, for example at European border controls, this PhD project deals with which data quality 3D time-of-flight cameras must achieve in order to perform 3D facial authentication, how the data quality can be increased and whether 3D facial authentication is generally possible with time-of-flight cameras.