Title :
User-assisted reverse modeling with evolutionary algorithms
Author :
Fayolle, Pierre-Alain ; Pasko, Alexander
Author_Institution :
The University of Aizu, Aizu-Wakamatsu, Japan
Abstract :
This paper presents a system for user-assisted reverse modeling: from digitized point-cloud to solid models ready to be used in a CAD modeling system. Our approach consists in the following steps: segmentation, fitting, and constructive model discovery. Each of these steps are based on evolutionary algorithms. The obtained objects can then be further edited or parameterized by users and fitted to adapt their shape to different point-clouds.
Keywords :
Adaptation models; Computational modeling; Genetic algorithms; Genetic programming; Linear programming; Solid modeling; Solids; Reverse modeling; construction tree; evolutionary algorithms; function representation; solid modeling;
Conference_Titel :
Evolutionary Computation (CEC), 2015 IEEE Congress on
Conference_Location :
Sendai, Japan
DOI :
10.1109/CEC.2015.7257153
