Abstract: D face database is an important data platform for model training,algorithm design.To improve the matching result and efficiency of 3D face sample,we proposed a new registration method based on surface deformation.First a series of deform operation is performed on the template sample to get the correspondence between template sample and raw sample.The registration operation is performed on the raw sample.In the procedure of matching process,the statistical method is used to tackle the problem of noise point and hollow.The experiment results show that the proposed method has good performance on face registration.

Key words: Sample registration,Closet point match,TPS,3D face sample,Surface deformation