loading
Documents

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Andreas Stergiou ; Aristodemos Pnevmatikakis and Lazaros Polymenakos

Affiliation: Athens Information Technology, Greece

ISBN: 972-8865-40-6

ISSN: 2184-4321

Keyword(s): Human-Machine Interfaces, Computer Vision, Face Recognition.

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.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.237.67.179

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
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

@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},
}

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

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.