Abstract: We consider the problem of recognizing human faces with varying expression and illumination, and a novel confidence index based block linear regression classification method is proposed. Our ...

Abstract: This article proposes an algorithm for solving multivariate regression and classification problems using ... balances prediction accuracy and piecewise-linear separability. We prove that ...