IST-EURECOM
Light Field Face Database
Description
About:
The IST-EURECOM Light Field Face Database (IST-EURECOM LFFD) is made
available to address the lack of publicly available light field face resources
to be used as the basis for the design, testing and validation of novel light
field imaging based face recognition systems.
The database consists of 100 subjects, with images captured by a Lytro
ILLUM light field camera, at the Multimedia
signal Processing Group of Instituto de Telecomunicações
– Instituto Superior Técnico, Lisbon, Portugal, and at the
Imaging Security Lab at EURECOM, SophiaTech Campus, Nice, France. The image
acquisition process has been repeated in the two labs with a very similar
setup. Two separate sessions were performed for each subject with a temporal
separation between 1 and 6 months. The database includes 20 image shots per
person in each of the two sessions, with several facial variations including
emotions, actions, poses, illuminations, and occlusions.
The IST-EURECOM LFFD database can be used not only in the context of
face recognition research but also for other research areas such as emotion
recognition, gender classification, age estimation, ethnicity classification
and face modeling.
This site
contains the 50 subjects of the database captured at Instituto de
Telecomunicações – Instituto Superior Técnico, Lisbon, Portugal. The remaining
50 subjects, captured at EURECOM, SophiaTech Campus, Nice, France can be
accessed at http://lffd.eurecom.fr/.
Highlights:
·
The
IST EURECOM Light Field Face Database is the first database to include the raw
light field images, sample 2D rendered images and the corresponding depth maps
along with a rich collection of metadata, including the location of a set of
facial landmarks.
License agreement:
·
To
use the database please fill in the license
agreement and send a scanned copy of the signed form by e-mail.
Download:
·
The
database can be downloaded from the links below (the size of each part is
around 4GB).
·
A
password for decrypting the compressed Zip files will be provided after
receiving the duly signed license agreement (see above).
part01,
part02,
part03,
part04,
part05
part06,
part07,
part08,
part09,
part10
part11,
part12,
part13,
part14,
part15
part16,
part17,
part18,
part19,
part20
part21,
part22,
part23,
part24,
part25
How to reference the database:
·
A.
Sepas-Moghaddam, V. Chiesa, P.L. Correia, F. Pereira, J. Dugelay, “The
IST-EURECOM Light Field Face Database”, International Workshop on Biometrics
and Forensics, IWBF 2017, Coventry, UK, April 2017
Contacts:
Feedback is
welcome. Please provide your comments and suggestions by e-mail.