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» A Statistical Shape Model for the Liver
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CVRMED
1997
Springer
15 years 1 months ago
Volumetric medical images segmentation using shape constrained deformable models
In this paper we address the problem of extracting geometric models from low contrast volumetric images, given a template or reference shape of that model. We proceed by deforming...
Johan Montagnat, Hervé Delingette
MICCAI
2007
Springer
15 years 10 months ago
Shape Analysis Using a Point-Based Statistical Shape Model Built on Correspondence Probabilities
A fundamental problem when computing statistical shape models is the determination of correspondences between the instances of the associated data set. Often, homologies between po...
Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Heinz...
110
Voted
ICCV
2009
IEEE
1191views Computer Vision» more  ICCV 2009»
16 years 1 months ago
3D Open-Surface Shape Correspondence for Statistical Shape Modeling: Identifying Topologically Consistent Landmarks
Shape correspondence, which aims at accurately identifying corresponding landmarks from a given population of shape instances, is a very challenging step in constructing a statisti...
Pahal Dalal, Lili Ju, Michael McLaughlin, Xiangron...
MICCAI
2007
Springer
15 years 10 months ago
Statistical Shape Modeling Using MDL Incorporating Shape, Appearance, and Expert Knowledge
Abstract. We propose a highly automated approach to the point correspondence problem for anatomical shapes in medical images. Manual landmarking is performed on a small subset of t...
Aaron D. Ward, Ghassan Hamarneh
170
Voted

Publication
1462views
16 years 8 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