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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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Detalhes bibliográficos
Main Authors: Dambreville, Samuel, Rathi, Yogesh, Tannenbaum, Allen
Formato: Artigo
Idioma:Inglês
Publicado em: 2006
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3655716/
https://ncbi.nlm.nih.gov/pubmed/23685633
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