Face recognition using informative vector machines

Abstract

In the recent past kernel methods have been successfully applied to face recognition. We present a novel approach in frontal face recognition with informative vector machine, a sparse Gaussian process kernel classifier. Informative vector machine has the ability to provide more sparse solutions than the widely used kernel classifiers like support vector machines.