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Shape-Based Approach to Robust Image Segmentation using Kernel PCA

Segmentation involves separating an object from the background. In this work, we propose a novel segmentation method combining image information with prior shape knowledge, within the level-set framework. Following the work of Leventon et al., we revisit the use of principal component analysis (PCA)...

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Détails bibliographiques
Auteurs principaux: Dambreville, Samuel, Rathi, Yogesh, Tannenbaum, Allen
Format: Artigo
Langue:Inglês
Publié: 2006
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC3655716/
https://ncbi.nlm.nih.gov/pubmed/23685633
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