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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
Autores principales: Rivera, Samuel, Martinez, Aleix
Formato: Artigo
Lenguaje:Inglês
Publicado: 2012
Materias:
Acceso en línea: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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