Automation of the volumetric models construction

Pierre Alain Fayolle, Alexander Pasko, Elena Kartasheva, Christophe Rosenberger, Christian Toinard

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Citations (Scopus)

Abstract

The automation of the function-based (FRep) volumetric modeling task is tackled by introducing template parameterized models and a procedure for recovery of constructive models from segmented point-sets. In order to reuse existing models, we propose to parameterize them and to fit the parameters to different point-sets for optimizing and adapting the shape to different objects of the same class of shapes. The automation of the creation of a constructive FRep model is also considered by creating a recovery procedure for a given segmented point-set and a list of corresponding primitives. A genetic algorithm is used to find the best constructive expression for the object with the given set of primitives in the point cloud segmentation and the set of available operations. The proposed approach is illustrated by fitting of different models to point clouds and by the automatic generation of constructive trees from segmented point-sets for real mechanical parts.

Original languageEnglish
Title of host publicationHeterogeneous Objects Modelling and Applications - Collection of Papers on Foundations and Practice
EditorsAlexander Pasko, Peter Comninos, Valery Adzhiev
Pages214-238
Number of pages25
DOIs
Publication statusPublished - 2008
Externally publishedYes

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume4889 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

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