The disclosure relates to a face recognition method and apparatus. The method comprises: a first image and a second image of a to-be-identified face are obtained, wherein the imaging method of the first image is different from that of the second image; image features of the first image are extracted to obtain a first feature set of the first image, image features of the second image are extractedto obtain a second feature set of the second image; according to the first feature set and the a second feature set, a fusion feature set is determined; a multi-view smooth determination analysis is carried out on the fusion features to obtain a determination result of the to-be-identified face; and the determination result is inputted into a trained convolutional neural network for identification, so that an identification result of the to-be-identified face is obtained. Therefore, recognition accuracy of face recognition is improved.
Face recognition method and apparatus