000083302 001__ 83302
000083302 005__ 20181203020359.0
000083302 037__ $$aARTICLE
000083302 245__ $$aDatabase, Protocol and Tools for Evaluating Score-Level Fusion Algorithms in Biometric Authentication
000083302 269__ $$a2005
000083302 260__ $$c2005
000083302 336__ $$aJournal Articles
000083302 520__ $$aFusing the scores of several biometric systems is a very promising approach to improve the overall system's accuracy. Despite many works in the literature, it is surprising that there is no coordinated effort in making a benchmark database available. It should be noted that fusion in this context consists not only of multimodal fusion, but also intramodal fusion, i.e., fusing systems using the same biometric modality but different features, or same features but using different classifiers. Building baseline systems from scratch often prevents researchers from putting more efforts in understanding the fusion problem. This paper describes a database of scores taken from experiments carried out on the XM2VTS face and speaker verification database. It then proposes several fusion protocols and provides some state-of-the-art tools to evaluate the fusion performance.
000083302 6531_ $$alearning
000083302 700__ $$aPoh, Norman
000083302 700__ $$0243961$$aBengio, Samy$$g140142
000083302 773__ $$tPattern Recognition Journal
000083302 8564_ $$uhttp://publications.idiap.ch/downloads/reports/2005/norman-2005-PR.pdf$$zURL
000083302 8564_ $$uhttp://publications.idiap.ch/index.php/publications/showcite/poh_04_vr_bmark_rr$$zRelated documents
000083302 8564_ $$s944854$$uhttps://infoscience.epfl.ch/record/83302/files/norman-2005-PR.pdf$$zn/a
000083302 909C0 $$0252189$$pLIDIAP$$xU10381
000083302 909CO $$ooai:infoscience.tind.io:83302$$pSTI$$particle
000083302 937__ $$aEPFL-ARTICLE-83302
000083302 970__ $$aPoh_04_VR_bmark_j/LIDIAP
000083302 973__ $$aEPFL$$sPUBLISHED
000083302 980__ $$aARTICLE