To construct linear combination model, a restrained optical flow algorithm is proposed to solve the difficult problem of the pixel-wise alignments among the labeled prototypic faces.

• 在建立人脸线性组合模型的过程中，提出了局部约束光流算法，解决了有局部特徵信息的人脸图像稠密对应问题。