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GENETIC ALGORITHMS FOR 3D RECONSTRUCTION WITH SUPERSHAPES S. Voisin, M. A. Abidi
 

Summary: GENETIC ALGORITHMS FOR 3D RECONSTRUCTION WITH SUPERSHAPES
S. Voisin, M. A. Abidi
IRIS Laboratory
The University of Tennessee
Elect. Eng. and Comp. Sc. Department
Knoxville, TN, USA
S. Foufou, F. Truchetet
Laboratoire LE2I - UMR CNRS 5158
Universit´e de Bourgogne
D´epartement d'Informatique
Dijon, France
ABSTRACT
Supershape model is a recent primitive that represents numer-
ous 3D shapes with several symmetry axes. The main inter-
est of this model is its capability to reconstruct more com-
plex shape than superquadric model with only one implicit
equation. In this paper we propose a genetic algorithms to re-
construct a point cloud using those primitives. We used the
pseudo-Euclidean distance to introduce a threshold to handle
real data imperfection and speed up the process. Simulations

  

Source: Abidi, Mongi A. - Department of Electrical and Computer Engineering, University of Tennessee

 

Collections: Computer Technologies and Information Sciences