The reconstruction technique of the invisible views of human head belongs to the statistical technique for predicting unknown information.This paper researches on the sequential novel view synthesis or the 3D model computing from a single facial image.An advanced framework for the invisible sequential view reconstruction

which includes discrete view database creating

single view input and model matching

view space projection and view morphing

is presented.The techniques can generate realistic face appearances and invisible views with limited prior information bypassing the building of 3D models.The practical experiences for the AIAR face database creation under limited shooting angles and conditions are also presented at last to help implement the view reconstruction techniques.