Implicit Surfaces Make for Better Silhouettes

  • Authors:
  • Slobodan Ilic;Mathieu Salzmann;Pascal Fua

  • Affiliations:
  • Ecole Polytechnique Fédérale de Lausanne;Ecole Polytechnique Fédérale de Lausanne;Ecole Polytechnique Fédérale de Lausanne

  • Venue:
  • CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
  • Year:
  • 2005

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Abstract

This paper advocates an implicit-surface representation of generic 3-D surfaces to take advantage of occluding edges in a very robust way. This lets us exploit silhouette constraints in uncontrolled environments that may involve occlusions and changing or cluttered backgrounds, which limit the applicability of most silhouette based methods. This desirable behavior is completely independent from the way the surface deformations are parametrized. To show this, we demonstrate our technique in three very different cases: Modeling the deformations of a piece of paper represented by an ordinary triangulated mesh; tracking a personýs shoulders whose deformations are expressed in terms of Dirichlet Free Form Deformations; reconstructing the shape of a human face parametrized in terms of a Principal Component Analysis model.