Fast active appearance model search using canonical correlation analysis

Fast active appearance model search using canonical correlation analysis

A fast AAM search algorithm based on canonical correlation analysis (CCA-AAM) is introduced. It efficiently models the dependency between texture residuals and model parameters during search. Experiments show that CCA-AAMs, while requiring similar implementation effort, consistently outperform stand...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 28(2006), 10 vom: 04. Okt., Seite 1690-4
1. Verfasser: Donner, René (VerfasserIn)
Weitere Verfasser: Reiter, Michael, Langs, Georg, Peloschek, Philipp, Bischof, Horst
Format: Aufsatz
Sprache:English
Veröffentlicht: 2006
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Comparative Study Journal Article Research Support, Non-U.S. Gov't