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IPMI
2005
Springer

Robust Active Appearance Model Matching

11 years 6 months ago
Robust Active Appearance Model Matching
A novel robust active appearance model (AAM) matching algorithm is presented. The method consists of two main stages. First, initial residuals are clustered by a non parametric mean shift mode detection step. Second, modes without gross outliers are selected using an objective function. Robustness of the matching procedure is demonstrated on a variety of examples with different noise conditions. The proposed algorithm outperformed the conventional AAM matching on images with gross disturbances and can tolerate up to 40% of disturbed data.
Reinhard Beichel, Horst Bischof, Franz Leberl, Mil
Added 27 Jun 2010
Updated 27 Jun 2010
Type Conference
Year 2005
Where IPMI
Authors Reinhard Beichel, Horst Bischof, Franz Leberl, Milan Sonka
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