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Detection and Restoration of Occlusions for 3D Face Recognition
Toronto, ON, Canada July 09-July 12
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICME.2006.2628372006 IEEE International Conference on ...
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Alessandro Colombo, Claudio Cusano, Raimondo Schettini, "Detection and Restoration of Occlusions for 3D Face Recognition," Multimedia and Expo, IEEE International Conference on, pp. 1541-1544, 2006 IEEE International Conference on Multimedia and Expo, 2006.
 
 
BibTex
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@article{ 10.1109/ICME.2006.262837,
author = {Alessandro Colombo and Claudio Cusano and Raimondo Schettini},
title = {Detection and Restoration of Occlusions for 3D Face Recognition},
journal ={Multimedia and Expo, IEEE International Conference on},
volume = {0},
year = {2006},
isbn = {1-4244-0366-7},
pages = {1541-1544},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICME.2006.262837},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Multimedia and Expo, IEEE International Conference on
TI - Detection and Restoration of Occlusions for 3D Face Recognition
SN - 1-4244-0366-7
SP1541
EP1544
A1 - Alessandro Colombo,
A1 - Claudio Cusano,
A1 - Raimondo Schettini,
PY - 2006
KW - null
VL - 0
JA - Multimedia and Expo, IEEE International Conference on
ER -
 
Alessandro Colombo, DISCo (Dipartimento di Informatica, Sistemistica e Comunicazione), Universit? degli Studi di Milano-Bicocca, Via Bicocca degli Arcimboldi 8, 20126 Milano, Italy. colomboal@disco.unimib.it
Claudio Cusano, DISCo (Dipartimento di Informatica, Sistemistica e Comunicazione), Universit? degli Studi di Milano-Bicocca, Via Bicocca degli Arcimboldi 8, 20126 Milano, Italy. cusano@disco.unimib.it
Raimondo Schettini, DISCo (Dipartimento di Informatica, Sistemistica e Comunicazione), Universit? degli Studi di Milano-Bicocca, Via Bicocca degli Arcimboldi 8, 20126 Milano, Italy. schettini@disco.unimib.it
This paper presents an innovative restoration strategy which allows for an effective recognition of 3D faces, even when they are partially occluded by unforeseen, extraneous objects such as scarves, hats, glasses, and so on. First, the occluded regions are detected by considering their effects on the projections of the faces in a suitable face space; the non-occluded regions are then used to restore the missing information. Any recognition algorithm can be applied as usual to restored faces. This restoration strategy led to very satisfactory results on a test set of 52 three-dimensional faces presenting various kinds of occlusions.
Citation:
Alessandro Colombo, Claudio Cusano, Raimondo Schettini, "Detection and Restoration of Occlusions for 3D Face Recognition," icme, pp.1541-1544, 2006 IEEE International Conference on Multimedia and Expo, 2006
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