Image set based face recognition using self-regularized non-negative coding and adaptive distance metric learning

Abstract

Simple nearest neighbor classification fails to exploit the additional information in image sets. We propose self-regularized nonnegative coding to define between set distance for robust face recognition. Set distance is measured between the nearest set p