Abstract
In this paper, we propose a novel multimedia sensor fusion approach based on heterogeneous sensors for biometric access control applications. The proposed fusion technique uses multiple acoustic and visual sensors for extracting dominant biometric cues, and combines them with non-dominant cues. The performance evaluation of the proposed fusion protocol and a novel cascaded authentication approach using a 3D stereovision database shows a significant improvement in performance and robustness
Original language | English |
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Title of host publication | International Conference on Neural Information Processing ICONIP 2010 |
Subtitle of host publication | Neural Information Processing. Models and Applications |
Editors | K. W. Wong, B. S. U. Mendis, A. Bouzerdoum |
Place of Publication | Germany |
Publisher | Springer |
Pages | 590-597 |
Number of pages | 8 |
Volume | 2 |
ISBN (Print) | 9783642175336 |
DOIs | |
Publication status | Published - 2010 |
Event | 17th International Conference, Neural Information Processing: Models and Applications - Sydney, Australia Duration: 22 Nov 2010 → 25 Nov 2010 |
Conference
Conference | 17th International Conference, Neural Information Processing: Models and Applications |
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Country/Territory | Australia |
City | Sydney |
Period | 22/11/10 → 25/11/10 |