PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

SHREC'08 Entry: Shape Based Face Recognition with a Morphable Model
Brian Amberg, Reinhard Knothe and Thomas Vetter
In: Shape Modeling International 2008, 4-6 June 2008, New York, NY, USA.


We present a method for face recognition by fitting a 3D Morphable Model to shape data. Fitting is done with a a robust nonrigid ICP algorithm. For recognition, it is possible to use either the fitted model parameters, or the correspondences induced by the model. We compare different similarity measures, and show that a 3D Morphable Model allows very robust retrieval results.

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EPrint Type:Conference or Workshop Item (Oral)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Machine Vision
Learning/Statistics & Optimisation
ID Code:4123
Deposited By:Brian Amberg
Deposited On:14 July 2008