Cross-pollination of normalisation techniques from speaker to face authentication using Gaussian mixture models

This paper applies score and feature normalisation techniques to parts-based Gaussian mixture model (GMM) face authentication. In particular, we propose to utilise techniques that are well established in state-of-the-art speaker authentication, and apply them to the face authentication task. For score normalisation, T-, Zand ZT-norm techniques are evaluated… CONTINUE READING