EBGM VS SUBSPACE PROJECTION FOR FACE RECOGNITION

Andreas Stergiou, Aristodemos Pnevmatikakis, Lazaros Polymenakos

2006

Abstract

Autonomic human-machine interfaces need to determine the user of the machine in a non-obtrusive way. The identification of the user can be done in many ways, using RF ID tags, the audio stream or the video stream to name a few. In this paper we focus on the identification of faces from the video stream. In particular, we compare two different approaches, linear subspace projection from the appearance-based methods, and Elastic Bunch Graph Matching from the feature-based. Since the intended application is restricted to indoor multi-camera setups with collaborative users, the deployment scenarios of the recognizer are easily identified. The comparison of the methods is done using a common test-bed for both methods. The test-bed is exhaustive for the deployment scenarios we need to consider, leading to the identification of deployment scenarios for which each method is preferable.

Paper Citation

in Harvard Style

Stergiou A., Pnevmatikakis A. and Polymenakos L. (2006). EBGM VS SUBSPACE PROJECTION FOR FACE RECOGNITION . In Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, ISBN 972-8865-40-6, pages 131-137. DOI: 10.5220/0001359401310137

in Bibtex Style

@conference{visapp06,
author={Andreas Stergiou and Aristodemos Pnevmatikakis and Lazaros Polymenakos},
title={EBGM VS SUBSPACE PROJECTION FOR FACE RECOGNITION},
booktitle={Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP,},
year={2006},
pages={131-137},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001359401310137},
isbn={972-8865-40-6},
}

in EndNote Style

TY - CONF
JO - Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP,
TI - EBGM VS SUBSPACE PROJECTION FOR FACE RECOGNITION
SN - 972-8865-40-6
AU - Stergiou A.
AU - Pnevmatikakis A.
AU - Polymenakos L.
PY - 2006
SP - 131
EP - 137
DO - 10.5220/0001359401310137