Gradient Flows for Optimizing Triangular Mesh-based Surfaces: Applications to 3D Reconstruction Problems dealing with Visibility

Amael Delaunoy 1 Emmanuel Prados 1, *
* Auteur correspondant
1 PERCEPTION - Interpretation and Modelling of Images and Videos
Inria Grenoble - Rhône-Alpes, LJK - Laboratoire Jean Kuntzmann, INPG - Institut National Polytechnique de Grenoble
Abstract : This article tackles the problem of using variational methods for evolving 3D deformable surfaces. We give an overview of gradient descent flows when the surface is represented by a triangular mesh-based surface, and we detail the gradients of two generic energy functionals which embody a number of energies used in mesh processing and computer vision. In particular, we show how to rigorously account for visibility in the surface optimization process. We present different applications including 3D reconstruction from multiple views for which the visibility is fundamental. The gradient correctly takes into account the visibility changes that occur when a surface moves; this forces the contours generated by the reconstructed surface to perfectly match with the apparent contours in the input images.
Type de document :
Article dans une revue
International Journal of Computer Vision, Springer Verlag, 2011, 95 (2), pp.100-123. 〈10.1007/s11263-010-0408-9〉
Liste complète des métadonnées

Littérature citée [46 références]  Voir  Masquer  Télécharger


https://hal.inria.fr/inria-00546105
Contributeur : Emmanuel Prados <>
Soumis le : mardi 24 mai 2011 - 11:33:48
Dernière modification le : vendredi 24 novembre 2017 - 13:29:11
Document(s) archivé(s) le : jeudi 25 août 2011 - 02:20:44

Fichiers

DP-IJCV-2010.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

Collections

Citation

Amael Delaunoy, Emmanuel Prados. Gradient Flows for Optimizing Triangular Mesh-based Surfaces: Applications to 3D Reconstruction Problems dealing with Visibility. International Journal of Computer Vision, Springer Verlag, 2011, 95 (2), pp.100-123. 〈10.1007/s11263-010-0408-9〉. 〈inria-00546105〉

Partager

Métriques

Consultations de la notice

867

Téléchargements de fichiers

1673