Face recognition based on frontal views generated from non-frontal images

  title={Face recognition based on frontal views generated from non-frontal images},
  author={Volker Blanz and Patrick Grother and P. Jonathon Phillips and Thomas Vetter},
  journal={2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05)},
  pages={454-461 vol. 2}
This paper presents a method for face recognition across large changes in viewpoint. Our method is based on a morphable model of 3D faces that represents face-specific information extracted from a dataset of 3D scans. For non-frontal face recognition in 2D still images, the morphable model can be incorporated in two different approaches: in the first, it serves as a preprocessing step by estimating the 3D shape of novel faces from the non-frontal input images, and generating frontal views of… CONTINUE READING
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