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ICMCS
2006
IEEE

Detection and Restoration of Occlusions for 3D Face Recognition

10 years 1 months ago
Detection and Restoration of Occlusions for 3D Face Recognition
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.
Alessandro Colombo, Claudio Cusano, Raimondo Schet
Added 11 Jun 2010
Updated 11 Jun 2010
Type Conference
Year 2006
Where ICMCS
Authors Alessandro Colombo, Claudio Cusano, Raimondo Schettini
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