Skip navigation
Skip navigation

User authentication via adapted statistical models of face images

Cardinaux, Fabien; Sanderson, Conrad; Bengio, Samy


It has been previously demonstrated that systems based on local features and relatively complex statistical models, namely, one-dimensional (1-D) hidden Markovmodels (HMMs) and pseudo-two-dimensional (2-D) HMMs, are suitable for face recognition. Recently, a simpler statistical model, namely, the Gaussian mixture model (GMM), was also shown to perform well. In much of the literature devoted to these models, the experiments were performed with controlled images (manual face localization,...[Show more]

CollectionsANU Research Publications
Date published: 2006
Type: Journal article
Source: IEEE Transactions on Signal Processing
DOI: 10.1109/TSP.2005.861075


File Description SizeFormat Image
01_Cardinaux_User_authentication_via_2006.pdf1.06 MBAdobe PDF    Request a copy

Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  20 July 2017/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator