HUMAN FACE RECOGNITION METHOD AND APPARATUS COMBINED WITH DEPTH INFORMATION, AND STORAGE MEDIUM

摘要

Disclosed is a human face recognition method combined with depth information. The method comprises: establishing a human face image sample library, wherein a human face ID, a human face color image and a human face depth image match each other in same; constructing and training a human face classification and recognition model to obtain a feature vector of a human face sample image; acquiring a human face image of a target to be recognized, the human face image comprising a human face color image of the target to be recognized and a human face depth image of the target to be recognized; inputting the human face image of the target to be recognized into the human face classification and recognition model, and extracting a feature vector of the human face image of the target to be recognized; and determining, according to the feature vector, a human face ID corresponding to the human face image of the target to be recognized. In combination with depth information about a human face, by means of calculating the vector distance between feature vectors of a human face color image and depth image of a target to be recognized and a feature vector of a human face sample image, the present application realizes precise recognition of the human face. Further provided are an electronic apparatus and a computer-readable storage medium.