DocumentCode :
2914242
Title :
An adaptive multi-biometric incremental fusion strategy in the context of BMEC 2007
Author :
Allano, Lorene ; Garcia-Salicetti, Sonia ; Dorizzi, Bernadette
Author_Institution :
TELECOM & Manage. SudParis, Inst. TELECOM, Evry
fYear :
2008
fDate :
17-20 Dec. 2008
Firstpage :
1144
Lastpage :
1149
Abstract :
We present the general principles of a dynamical sequential fusion strategy for multibiometric systems allowing reducing the cost associated to the use of different modalities while preserving a good performance compared to that of a global fusion system. We have implemented this strategy in the BMEC (BioSecure multimodal evaluation campaign) 2007 cost-sensitive evaluation. We show that this approach was very robust to the occurrence of missing data thanks to its adaptive implementation.
Keywords :
biometrics (access control); image recognition; sensor fusion; BMEC 2007; BioSecure Multimodal Evaluation Campaign 2007; adaptive multibiometric incremental fusion strategy; cost-sensitive evaluation; dynamical sequential fusion strategy; global fusion system; multibiometric systems; Access control; Automatic control; Biometrics; Control systems; Cost function; Robot control; Robot vision systems; Robotics and automation; Robustness; Telecommunication control; Multi-biometrics; cost optimization; evaluation; fusion; incremental fusion; missing values;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Automation, Robotics and Vision, 2008. ICARCV 2008. 10th International Conference on
Conference_Location :
Hanoi
Print_ISBN :
978-1-4244-2286-9
Electronic_ISBN :
978-1-4244-2287-6
Type :
conf
DOI :
10.1109/ICARCV.2008.4795682
Filename :
4795682
Link To Document :
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