Multimodality in BioSecure: Towards an evaluation protocol on virtual multi-modal databases

Bernadette Dorizzi, Sonia Garcia-Salicetti, Mohamed Anouar Mellakh

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In this paper, we briefly present the BioSecure Network of Excellence and its objectives in terms of the development of biometric evaluation platforms. A particular focus is given in this project to the multimodal case, the evaluation of which requires a special attention due to the lack of large-size available databases. We show in this paper that the evaluation of score fusion methods (for two independent modalities) is possible even on standard size (roughly 100 persons) virtual databases at the price of a careful statistical protocol.

Original languageEnglish
Title of host publication13th European Signal Processing Conference, EUSIPCO 2005
Pages979-982
Number of pages4
Publication statusPublished - 1 Dec 2005
Externally publishedYes
Event13th European Signal Processing Conference, EUSIPCO 2005 - Antalya, Turkey
Duration: 4 Sept 20058 Sept 2005

Publication series

Name13th European Signal Processing Conference, EUSIPCO 2005

Conference

Conference13th European Signal Processing Conference, EUSIPCO 2005
Country/TerritoryTurkey
CityAntalya
Period4/09/058/09/05

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