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Three-Dimensional Face Recognition in the Presence of Facial Expressions: An Annotated Deformable Model Approach
Kakadiaris, I.A.; Passalis, G.; Toderici, G.; Murtuza, M.N.; Yunliang Lu; Karampatziakis, N.; Theoharis, T.;
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Volume 29,
Issue 4,
April 2007
Page(s):640
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649
Abstract:
In this paper, we present the computational tools and a hardware prototype for 3D face recognition. Full automation is provided through the use of advanced multistage alignment algorithms, resilience to facial expressions by employing a deformable model framework, and invariance to 3D capture devices through suitable preprocessing steps. In addition, scalability in both time and space is achieved by converting 3D facial scans into compact metadata. We present our results on the largest known, and now publicly available, face recognition grand challenge 3D facial database consisting of several thousand scans. To the best of our knowledge, this is the highest performance reported on the FRGC v2 database for the 3D modality
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