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Learning Deformable Shape Manifolds

We propose an approach to shape detection of highly deformable shapes in images via manifold learning with regression. Our method does not require shape key points be defined at high contrast image regions, nor do we need an initial estimate of the shape. We only require sufficient representative tr...

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Detalles Bibliográficos
Main Authors: Rivera, Samuel, Martinez, Aleix
Formato: Artigo
Idioma:Inglês
Publicado: 2012
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC3269915/
https://ncbi.nlm.nih.gov/pubmed/22308002
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.patcog.2011.09.023
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