Face verification method and apparatus, server and readable storage medium

Abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for face verification are provided. One of the methods includes: acquiring a two-dimensional face image and a three-dimensional face image for face verification of a target user; performing face recognition on the acquired two-dimensional face image with respect to the target user to obtain a result of the face recognition; in response to the result of the face recognition indicating that the face recognition is successful, performing three-dimensional reconstruction on the acquired two-dimensional face image to obtain a reconstructed three-dimensional face image; performing liveness detection on the acquired three-dimensional face image to determine whether a face in the acquired three-dimensional face image corresponds to a live person; comparing the reconstructed three-dimensional face image with the acquired three-dimensional face image to determine a similarity value; determining that the two-dimension face image corresponds to the target user.