Research on 3D face recognition method based on LBP and SVM

In order to improve the accuracy and speed of three-dimensional face recognition, this paper proposes a three-dimensional face recognition method combining LBP and SVM. First, the LBP algorithm is used to extract the feature information of the three-dimensional face depth image, then the SVM algorithm is used to classify the feature information. By selecting samples in the Texas 3DFRD three-dimensional face depth database and the self-made depth database, the experiment proves that the algorithm has a better recognition rate and shorter time consumption.