The disclosed method generates a pose invariant feature by normalizing off-angle faces to generate a pose invariant input image. Any face recognition mode can be used with this pre¬ processing step. In this method, method, the 3D Spatial Transformer Networks is used to extract a 3D model of the face from an input at any pose.
POSE INVARIANT FACE RECOGNITION