90 likes | 186 Views
Global Alignment for Dynamic 3D Morphable Model Construction. Rui Tang, Darren Cosker and Wenbin Li. University of Bath. Motivation. 3D Face Models 3D Morphable M odel [1] Dynamic 3D FACS Dataset [2] Corresponded Model for Facial Analysis Speech analysis in 3D
E N D
Global Alignment for Dynamic 3D Morphable Model Construction Rui Tang, Darren Coskerand Wenbin Li University of Bath
Motivation • 3D Face Models • 3D Morphable Model [1] • Dynamic 3D FACS Dataset [2] • Corresponded Model for Facial Analysis • Speech analysis in 3D • Facial expression recognition
Rigid Alignment and UV Projection • CPD (Coherent Point Drift) [3] vs ICP • UV Projection use Maya
Global Non-Rigid Alignment Evaluation: Optical Flow VS TPS+OF
Statistical Model • PCA Model • Low-Dim Representation