Title :
Reconstruction of partially damaged face images based on a morphable face model
Author :
Hwang, Bon-Woo ; Lee, Seong-Whan
Author_Institution :
VirtualMedia Inc., Seoul, South Korea
fDate :
3/1/2003 12:00:00 AM
Abstract :
This paper proposes a method for reconstructing partially damaged faces based on a morphable face model. Faces are modeled by linear combinations of prototypes of shape and texture. With the shape and texture information from an undamaged region only, we can estimate optimal coefficients for linear combinations of prototypes of shape and texture by simple projection for least-square minimization (LSM). Our experimental results show that reconstructed faces are very natural and plausible like real photos.
Keywords :
image reconstruction; least squares approximations; minimisation; least-square minimization; partially damaged face images reconstruction; reconstructed faces; texture information; Computer Society; Degradation; Face detection; Image reconstruction; Noise shaping; Pixel; Principal component analysis; Prototypes; Shape; Vectors;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
DOI :
10.1109/TPAMI.2003.1182099