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3D mesh interest point detection using GISIFs and heat diffusion

Authors :
Cristian Lopez
Madeley Coaquira
Jan Hurtado
Source :
CLEI, Universidad La Salle, Repositorio Institucional-ULASALLE, ULASALLE-Institucional, instacron:ULASALLE
Publication Year :
2015
Publisher :
IEEE, 2015.

Abstract

To facilitate processing of 3D objects is common to use high-level representations. The interest points are one of them. An interest point should possess a distinctive feature regarding its locality and should be stable in different instances of the object. This article proposes a descriptor based on symmetry (GISIFs) and heat diffusion (HKS). From this features, we select a set of representative points. The GISIFs referenced in this article has not been used to extract local features. We compare our results with the results of other techniques, which make up the state of the art in interest point detection. We use a benchmark that evaluates the accuracy of the selected points with respect to an ideal set of interest points. Doble - Ciego

Details

Database :
OpenAIRE
Journal :
2015 Latin American Computing Conference (CLEI)
Accession number :
edsair.doi.dedup.....d335c039047b5240b6f6cd19ae817026
Full Text :
https://doi.org/10.1109/clei.2015.7360008