A face recognition system for recognizing face in two stages includes a processor and a camera. The camera captures a face image. The processor includes a image locating unit, an image recognition unit, a first feature extraction unit, a second feature extraction unit, and a comparison unit. The image locating unit locates a face in the face image. Facial landmarks are recognized by the image recognition unit and the first feature extraction unit extracts a deep-learning based facial feature. The second feature extraction unit extracts a hand-crafted facial feature. The comparison unit compares the deep-learning based facial feature and the hand-crafted facial feature with a predetermined facial samples library to output a result of facial comparison. A face recognition method is also provided.
Face recognition system and method