The multiscenario multienvironment biosecure multimodal database (BMDB)
Javier Ortega-Garcia
(1)
,
Julian Fierrez
(1)
,
Fernando Alonso-Fernandez
(1)
,
Javier Galbally
(1)
,
Manuel R. Freire
(1)
,
Joaquin Gonzalez-Rodriguez
(1)
,
Carmen Garcia-Mateo
(2)
,
José-Luis Alba-Castro
(2)
,
Enrique Otero-Muras
(2)
,
Elisardo Gonzalez-Agulla
(2)
,
Sonia Garcia-Salicetti
(3)
,
Lorène Allano
(3)
,
Bao Ly Van
(3)
,
Bernadette Dorizzi
(3)
,
Josef Kittler
(4)
,
Thirimachos Bourlai
(5)
,
Norman Poh
(4)
,
Farzin Deravi
(6)
,
Ming W. R. Ng
(6)
,
Michael Fairhurst
(6)
,
Jean Hennebert
(7)
,
Andreas Humm
(7)
,
Massimo Tistarelli
(8)
,
Linda Brodo
(8)
,
Jonas Richiardi
(9)
,
Andrzej Drygajlo
(9)
,
Harald Ganster
(10)
,
Federico M. Sukno
(11, 12, 13)
,
Sri-Kaushik Pavani
(11, 12)
,
Alejandro Frangi
(11, 12, 13)
,
Lale Akarun
(14)
,
Arman Savran
(15, 16)
1
ATVS -
Biometric Recognition Group (Universidad Autonoma de Madrid)
2 Universidade de Vigo
3 TSP - EPH - Département Electronique et Physique
4 CVSSP - Centre for Vision, Speech and Signal Processing
5 LCSEE - Lane Department of Computer Science and Electrical Engineering [Virginia]
6 EDA - School of Engineering and Digital Art (University of Kent)
7 UNIFR - Université de Fribourg = University of Fribourg
8 UNISS - Università degli Studi di Sassari = University of Sassari [Sassari]
9 GTPB - Speech Processing and Biometrics Group (Laboratory of IDIAP;Signal Processing Institute;SwissFederal Institute of Technology )
10 DIP - Institute of Digital Image Processing (Joanneum Research)
11 CIBER-BBN - Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine
12 CISTIB - Center for Computational Imaging and Simulation Technologies in Biomedicine
13 UPF - Universitat Pompeu Fabra [Barcelona]
14 Department of Computer Engineering [Bogazici]
15 BUSIM - Signal and Image Processing Laboratory (Bogazici University)
16 Department of Electrical and Electronics Engineering (Bogazici University)
2 Universidade de Vigo
3 TSP - EPH - Département Electronique et Physique
4 CVSSP - Centre for Vision, Speech and Signal Processing
5 LCSEE - Lane Department of Computer Science and Electrical Engineering [Virginia]
6 EDA - School of Engineering and Digital Art (University of Kent)
7 UNIFR - Université de Fribourg = University of Fribourg
8 UNISS - Università degli Studi di Sassari = University of Sassari [Sassari]
9 GTPB - Speech Processing and Biometrics Group (Laboratory of IDIAP;Signal Processing Institute;SwissFederal Institute of Technology )
10 DIP - Institute of Digital Image Processing (Joanneum Research)
11 CIBER-BBN - Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine
12 CISTIB - Center for Computational Imaging and Simulation Technologies in Biomedicine
13 UPF - Universitat Pompeu Fabra [Barcelona]
14 Department of Computer Engineering [Bogazici]
15 BUSIM - Signal and Image Processing Laboratory (Bogazici University)
16 Department of Electrical and Electronics Engineering (Bogazici University)
Sonia Garcia-Salicetti
- Fonction : Auteur
- PersonId : 1013045
- IdHAL : sonia-garcia-salicetti
- ORCID : 0000-0001-5257-8216
- IdRef : 137430736
Bernadette Dorizzi
- Fonction : Auteur
- PersonId : 183872
- IdHAL : bernadette-dorizzi
- ORCID : 0000-0002-7502-1418
- IdRef : 076405176
Résumé
A new multimodal biometric database designed and acquired within the framework of the European BioSecure Network of Excellence is presented. It is comprised of more than 600 individuals acquired simultaneously in three scenarios: 1 over the Internet, 2 in an office environment with desktop PC, and 3 in indoor/outdoor environments with mobile portable hardware. The three scenarios include a common part of audio/video data. Also, signature and fingerprint data have been acquired both with desktop PC and mobile portable hardware. Additionally, hand and iris data were acquired in the second scenario using desktop PC. Acquisition has been conducted by 11 European institutions. Additional features of the BioSecure Multimodal Database (BMDB) are: two acquisition sessions, several sensors in certain modalities, balanced gender and age distributions, multimodal realistic scenarios with simple and quick tasks per modality, cross-European diversity, availability of demographic data, and compatibility with other multimodal databases. The novel acquisition conditions of the BMDB allow us to perform new challenging research and evaluation of either monomodal or multimodal biometric systems, as in the recent BioSecure Multimodal Evaluation campaign. A description of this campaign including baseline results of individual modalities from the new database is also given. The database is expected to be available for research purposes through the BioSecure Association during 2008