Rui Tang, Darren Cosker and Wenbin Li

Global Alignment for Dynamic 3D Morphable Model Construction

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

Local Non-Rigid Alignment

Local Non-Rigid Alignment

Global Non-Rigid Alignment

Evaluation: Optical Flow VS TPS+OF

Comparison between OF and TPS+OF

Statistical Model

•PCA Model•Low-Dim Representation

Thank You!