Regularized implicit surface reconstruction from points and normals

• Autor(a) principal: Mederos,B.
• Data de Publicação: 2007
• Outros Autores: Lage,M., Arouca,S., Petronetto,F., Velho,L., Lewiner,T., Lopes,H.
• Tipo de documento: Artigo
• Idioma: eng
• Título da fonte: Journal of the Brazilian Computer Society
• Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0104-65002007000400002
• topic: Computer graphics; Implicit modeling; Surface reconstruction; Partition of unity; Ridge regression

We consider the problem of surface reconstruction of a geometric object from a finite set of sample points with normals. Our contribution is to present a new scheme for implicit surface reconstruction. Similarly to the multilevel partition of unity (MPU) method we hierarchically divide the domain obtaining local approximation for the object on each part, and then patch all together obtaining a global description of the object. Our new scheme uses ridge regression and weighted gradient one fitting techniques to get better stability on local approximations. The method behaves reasonably on sparse set of points and data with holes as those which comes from 3D scanning of real objects.