SHREC'08 entry: Shape based face recognition with a Morphable Model

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 meas...

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Vydané v:2008 IEEE International Conference on Shape Modeling and Applications s. 253 - 254
Hlavní autori: Amberg, B., Knothe, R., Vetter, T.
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 01.06.2008
Predmet:
Face recognition
Feature representation
I.4.7: Feature Measurement-Size and Shape
I.4.8 [Image Processing and Computer Vision]: Scene Analysis-Object Recognition
I.4.9: Applications
I.5.1 [Pattern Recognition]: Models-Statistical
Image databases
Image recognition
Iterative closest point algorithm
Pattern recognition
Range Data
Shape measurement
Surface fitting
ISBN:9781424422609, 1424422604
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Popis
Shrnutí: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.
ISBN:9781424422609
1424422604
DOI:10.1109/SMI.2008.4547993