Facebook-DeepFace: Closing the Gap to Human-Level Performance in Face Verification
Abstract
In modern face recognition, the conventional pipeline consists of four stages: detect => align => represent => classify. We revisit both the alignment step and the representation step by employing explicit 3D face modeling in order to apply a piecewise affine transformation, and derive a face representation from a nine-layer deep neural network.
▻https://www.facebook.com/publications/546316888800776
