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15 years 7 months ago
Statistical Models of Appearance for Computer Vision
A great technical report describing the work of T.F. Cootes and C.J.Taylor in the area of Active Shape Models and Active Appearance Models.
T.F. Cootes, C.J.Taylor
CVPR
2003
IEEE
14 years 10 months ago
Local Appearance-Based Models using High-Order Statistics of Image Features
Baback Moghaddam, David Guillamet, Jordi Vitri&agr...
BMVC
2002
13 years 11 months ago
Adaptive Learning of Statistical Appearance Models for 3D Human Tracking
A likelihood formulation for human tracking is presented based upon matching feature statistics on the surface of an articulated 3D body model. A benefit of such a formulation ove...
Timothy J. Roberts, Stephen J. McKenna, Ian W. Ric...
BMVC
2002
13 years 11 months ago
Comparing Variations on the Active Appearance Model Algorithm
The Active Appearance Model (AAM) algorithm has proved to be a successful method for matching statistical models of appearance to new images. Since the original algorithm was desc...
Timothy F. Cootes, Panachit Kittipanya-ngam
CVPR
2005
IEEE
14 years 10 months ago
Modeling Dynamic Scenes with Active Appearance
In this work we propose a model for video scenes that contain temporal variability in shape and appearance. We propose a conditionally linear model akin to a dynamic extension of ...
Gianfranco Doretto