Study of Weaken Expression in Face Recognition
Bai Ting-zhu · 2012
For expression impact on face recognition accuracy,a guide-based model was proposed to weaken local expression,and the mesh deformation technology was used to reduce the plastic deformation of facial expression.First the expression area was transformed according to triangular patches,and the deformation gradient was calculated according to gradient operator to realize the guide-based differential gradient field transform,and then the Poisson equation was used to complete the triangle stitching and reconstruction.The rigid region in expression face was found to get the class average face differences and constraints.The constraints was used to maintain the differences between classes and within-class similarity.Comparing with other algorithms,the face recognition accuracy rate is improved significantly,and the effectiveness is proved.