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Face recognition has become an essential task in our lives. However, thecurrent COVID-19 pandemic has led to the widespread use of face masks. Theeffect of wearing face masks is currently an understudied issue. The aim ofthis paper is to analyze face detection, face landmarking, and face recognitionperformance with masked face images. HOG and CNN face detectors are used forface detection in combination with 5-point and 68-point face landmarkpredictors and VGG16 face recognition model is used for face recognition onmasked and unmasked images. We found that the performance of face detection,face landmarking, and face recognition is negatively impacted by face masks

Analysis of face detection, face landmarking, and face recognition performance with masked face images