Automatic construction of statistical shape models using deformable simplex meshes with vector field convolution energy

Automatic construction of statistical shape models using deformable simplex meshes with vector field convolution energy

Abstract Background In the active shape model framework, principal component analysis (PCA) based statistical shape models (SSMs) are widely employed to incorporate high-level a priori shape knowledge of the structure to be segmented to achieve robustness. A crucial component of building SSMs is to...

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Bibliographic Details
Main Authors: Jinke Wang, Changfa Shi
Format: Article
Language:English
Published: BMC 2017-04-01
Series:BioMedical Engineering OnLine
Subjects:
Shape model construction
Shape correspondence establishment
Deformable models
Simplex meshes
VFC energy
Greedy algorithm
Online Access:http://link.springer.com/article/10.1186/s12938-017-0340-0

Internet

http://link.springer.com/article/10.1186/s12938-017-0340-0

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