DocumentCode
1153469
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
Volume
25
Issue
3
fYear
2003
fDate
3/1/2003 12:00:00 AM
Firstpage
365
Lastpage
372
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;
fLanguage
English
Journal_Title
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher
ieee
ISSN
0162-8828
Type
jour
DOI
10.1109/TPAMI.2003.1182099
Filename
1182099
Link To Document