Implicit B-Spline Surface Reconstruction

Mohammad Rouhani 1 Angel D. Sappa 2 Edmond Boyer 1
1 MORPHEO - Capture and Analysis of Shapes in Motion
Inria Grenoble - Rhône-Alpes, LJK - Laboratoire Jean Kuntzmann, INPG - Institut National Polytechnique de Grenoble
Abstract : This paper presents a fast and flexible curve/surface reconstruction technique based on implicit b-spline. This representation does not require any parameterization and it is locally supported. This fact has been exploited in this paper to propose a reconstruction technique through solving a sparse system of equations. This method is further accelerated to reduce the dimension to the active control lattice. Moreover, the surface smoothness and user interaction are allowed for controlling the surface. Finally, a novel weighting technique has been introduced in order to blend small patches and smooth them in the overlapping regions. The whole framework is very fast and efficient and can handle large cloud of points with low computational cost. The experimental results show the flexibility and accuracy of the proposed algorithm to describe objects with complex topologies. Comparisons with other fitting methods highlight the superiority of the proposed approach in the presence of noise and missing data.
Type de document :
Article dans une revue
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2015, 24 (1), pp.22 - 32. <10.1109/TIP.2014.2366374>
Liste complète des métadonnées



https://hal.inria.fr/hal-01101037
Contributeur : Mohammad Rouhani <>
Soumis le : lundi 12 janvier 2015 - 14:12:29
Dernière modification le : mercredi 14 décembre 2016 - 01:07:24
Document(s) archivé(s) le : lundi 13 avril 2015 - 10:16:24

Fichiers

TIP_2014_v4_double_column.pdf
Fichiers éditeurs autorisés sur une archive ouverte

Identifiants

Collections

Citation

Mohammad Rouhani, Angel D. Sappa, Edmond Boyer. Implicit B-Spline Surface Reconstruction. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2015, 24 (1), pp.22 - 32. <10.1109/TIP.2014.2366374>. <hal-01101037>

Partager

Métriques

Consultations de
la notice

372

Téléchargements du document

954