Date post: | 31-Mar-2015 |
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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!