In this paper we present the UMB-DB 3D face database. The database has been built to test algorithms and systems for 3D face analysis in uncontrolled and challenging scenarios, in particular in those cases where faces are occluded. The database is composed of 1473 pairs of depth and color images of 143 subjects. Each subject has been acquired with different facial expressions, and with the face partially occluded by various objects such as eyeglasses, hats, scarves and hands. The total number of occluded acquisitions is 578. The database, that is freely available for research purposes, could be used for various investigations, some of which are suggested in the paper. For the sake of comparison, we report the results of some of the 3D face detection and recognition algorithms in the state of the art. © 2011 IEEE.

Colombo, A., Cusano, C., Schettini, R. (2011). UMB-DB: A Database of Partially Occluded 3D Faces. In IEEE International Conference on Computer Vision Workshops (ICCV Workshops 2011) (pp.2013-2019). IEEE [10.1109/ICCVW.2011.6130509].

UMB-DB: A Database of Partially Occluded 3D Faces

SCHETTINI, RAIMONDO
2011

Abstract

In this paper we present the UMB-DB 3D face database. The database has been built to test algorithms and systems for 3D face analysis in uncontrolled and challenging scenarios, in particular in those cases where faces are occluded. The database is composed of 1473 pairs of depth and color images of 143 subjects. Each subject has been acquired with different facial expressions, and with the face partially occluded by various objects such as eyeglasses, hats, scarves and hands. The total number of occluded acquisitions is 578. The database, that is freely available for research purposes, could be used for various investigations, some of which are suggested in the paper. For the sake of comparison, we report the results of some of the 3D face detection and recognition algorithms in the state of the art. © 2011 IEEE.
paper
Partially Occluded 3D Faces, 3D face recognition
English
IEEE International Conference on Computer Vision (ICCV) NOV 06-13
2011
IEEE International Conference on Computer Vision Workshops (ICCV Workshops 2011)
978-1-4673-0063-6
2011
2013
2019
6130509
none
Colombo, A., Cusano, C., Schettini, R. (2011). UMB-DB: A Database of Partially Occluded 3D Faces. In IEEE International Conference on Computer Vision Workshops (ICCV Workshops 2011) (pp.2013-2019). IEEE [10.1109/ICCVW.2011.6130509].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/45924
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