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Communication Dans Un Congrès Année : 2008

An adaptive multi-biometric incremental fusion strategy in the context of BMEC 2007

Résumé

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.
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Dates et versions

hal-01391747 , version 1 (03-11-2016)

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Lorène Allano, Sonia Garcia-Salicetti, Bernadette Dorizzi. An adaptive multi-biometric incremental fusion strategy in the context of BMEC 2007. ICARCV 2008 : 10th International Conference on Control, Automation, Robotics and Vision, Dec 2008, Hanoi, Vietnam. pp.1144 - 1149, ⟨10.1109/ICARCV.2008.4795682⟩. ⟨hal-01391747⟩
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