DocumentCode
3297919
Title
Constrained active appearance models
Author
Cootes, T.F. ; Taylor, C.J.
Author_Institution
Dept. of Imaging Sci. & Biomed. Eng., Manchester Univ., UK
Volume
1
fYear
2001
fDate
2001
Firstpage
748
Abstract
Active Appearance Models (AAMs) have been shown to be useful for interpreting images of deformable objects. Here we place the AAM matching algorithm in a statistical framework, allowing extra constraints to be applied. This enables the models to be combined with other methods of object location. We demonstrate how user interaction can be used to guide the search and give results of experiments showing the effect of constraints on the performance of model matching
Keywords
computer vision; image matching; constrained active appearance models; deformable objects; image interpretation; model matching; object location; performance; statistical framework; user interaction; Active appearance model; Active shape model; Biomedical engineering; Biomedical imaging; Computer vision; Deformable models; Detectors; Face detection; Image converters; Mathematical model;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Vision, 2001. ICCV 2001. Proceedings. Eighth IEEE International Conference on
Conference_Location
Vancouver, BC
Print_ISBN
0-7695-1143-0
Type
conf
DOI
10.1109/ICCV.2001.937601
Filename
937601
Link To Document