Robust face recognition is the task of performing recognition in an unconstrained environment, where there is variation of view-point, scale, pose, illumination and expression of the face images.
( Image credit: MeGlass dataset )
Face image quality is an important factor to enable high performance face recognition systems.
SOTA for Face Quality Assessement on LFW
We evaluate our model on unsupervised person re-identification and pose-invariant face recognition.
However, many contemporary face recognition models still perform relatively poor in processing profile faces compared to frontal faces.
SOTA for Face Identification on IJB-A