DocumentCode
1977223
Title
View-based active appearance models
Author
Cootes, T.F. ; Walker, K. ; Taylor, C.J.
Author_Institution
Dept. of Imaging Sci. & Biomed. Eng., Manchester Univ., UK
fYear
2000
fDate
2000
Firstpage
227
Lastpage
232
Abstract
We demonstrate that a small number of 2D statistical models are sufficient to capture the shape and appearance of a face from any viewpoint (full profile to front-to-parallel). Each model is linear and can be matched rapidly to new images using the active appearance model algorithm. We show how such a set of models can be used to estimate head pose, to track faces through large angles of head rotation and to synthesize faces from unseen viewpoints
Keywords
face recognition; image matching; statistical analysis; tracking; 2D statistical models; appearance capturing; face synthesis; face tracking; head pose estimation; head rotation; image matching; linear model; shape capturing; unseen viewpoints; view-based active appearance models; Chromium;
fLanguage
English
Publisher
ieee
Conference_Titel
Automatic Face and Gesture Recognition, 2000. Proceedings. Fourth IEEE International Conference on
Conference_Location
Grenoble
Print_ISBN
0-7695-0580-5
Type
conf
DOI
10.1109/AFGR.2000.840639
Filename
840639
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