Ecole d'ingénieur et centre de recherche en Sciences du numérique

PROTECT Multimodal DB: a multimodal biometrics dataset envisaging border control

Sequeira, Ana F.; Chen, Lulu; Ferryman, James; Galdi, Chiara; Chiesa, Valeria; Dugelay, Jean-Luc; Maik, Patryk; Gmitrowicz, Piotr; Szklarski, Lukasz; Prommegger, Bernhard; Kauba, Christof; Kirchgasser, Simon; Uhl, Andreas; Grudzien, Artur; Kowalski, Marcin

BIOSIG 2018, 17th International Conference of the Biometrics Special Interest Group, September 26-29, 2018, Darmstadt, Germany

This work presents a novel multimodal database comprising 3D face, 2D face, thermal face, visible iris, finger and hand veins, voice and anthropometrics. This dataset will constitute a valuable resource to the field with its number and variety of biometric traits. Acquired in the context of the EU PROTECT project, the dataset allows several combinations of biometric traits and envisages applications such as border control. Based upon the results of the unimodal data, a fusion scheme was applied to ascertain the recognition potential of combining these biometric traits in a multimodal approach. Due to the variability on the discriminative power of the traits, a leave the n-best out fusion technique was applied to obtain different recognition results.

Document Doi Bibtex

Titre:PROTECT Multimodal DB: a multimodal biometrics dataset envisaging border control
Mots Clés:Biometric recognition, multimodal, fusion, database, border control
Département:Sécurité numérique
Eurecom ref:5720
Copyright: © 2018 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Bibtex: @inproceedings{EURECOM+5720, doi = {}, year = {2018}, title = {{PROTECT} {M}ultimodal {DB}: a multimodal biometrics dataset envisaging border control}, author = {{S}equeira, {A}na {F}. and {C}hen, {L}ulu and {F}erryman, {J}ames and {G}aldi, {C}hiara and {C}hiesa, {V}aleria and {D}ugelay, {J}ean-{L}uc and {M}aik, {P}atryk and {G}mitrowicz, {P}iotr and {S}zklarski, {L}ukasz and {P}rommegger, {B}ernhard and {K}auba, {C}hristof and {K}irchgasser, {S}imon and {U}hl, {A}ndreas and {G}rudzien, {A}rtur and {K}owalski, {M}arcin}, booktitle = {{BIOSIG} 2018, 17th {I}nternational {C}onference of the {B}iometrics {S}pecial {I}nterest {G}roup, {S}eptember 26-29, 2018, {D}armstadt, {G}ermany}, address = {{D}armstadt, {ALLEMAGNE}}, month = {09}, url = {} }
Voir aussi: