Title :
Shape recovery using functionally represented constructive models
Author :
Fayolle, Pierre-Alain ; Pasko, Alexander ; Kartasheva, Elena ; Mirenkov, Nikolay
Author_Institution :
Aizu Univ., Fukushima-ken, Japan
Abstract :
We propose a method which helps to fit existing parameterized function representation (FRep) models to a given dataset of 3D surface points. Best fitted parameters of the model are obtained by using a hybrid algorithm combining simulated annealing and Levenberg-Marquardt methods. The efficiency of the approach is shown for recovery of two test items. We show through the CAD model processing an application of the proposed approach to the shape recovery followed by finite element mesh generation and adaptation.
Keywords :
CAD; computational geometry; mesh generation; simulated annealing; solid modelling; surface fitting; 3D surface points; CAD model; Levenberg-Marquardt methods; finite element method; functionally represented constructive models; mesh generation; nonlinear optimization; parameterized function representation models; shape recovery; simulated annealing; surface fitting; Biological system modeling; Finite element methods; Mathematical model; Mesh generation; Reverse engineering; Shape; Simulated annealing; Solid modeling; Surface fitting; Testing;
Conference_Titel :
Shape Modeling Applications, 2004. Proceedings
Print_ISBN :
0-7695-2075-8
DOI :
10.1109/SMI.2004.1314531