A 3D CAD Assembly Benchmark

Lupinetti, Katia; Giannini, Franca; monti, marina; PERNOT, Jean-Philippe

A 3D CAD Assembly Benchmark

Files

079-083.pdf (899.08 KB)

Date

2019

Authors

Lupinetti, Katia
Giannini, Franca
monti, marina
PERNOT, Jean-Philippe

Publisher

The Eurographics Association

Abstract

Evaluating the effectiveness of the systems for the retrieval of 3D assembly models is not trivial. CAD assembly models can be considered similar according to different criteria and at different levels (i.e. globally or partially). Indeed, besides the shape criterion, CAD assembly models have further characteristic elements, such as the mutual position of parts, or the type of connecting joint. Thus, when retrieving 3D models, these characteristics can match in the entire model (globally) or just in local subparts (partially). The available 3D model repositories do not include complex CAD assembly models and, generally, they are suitable to evaluate one characteristic at a time and neglecting important properties in the evaluation of assembly similarity. In this paper, we present a benchmark for the evaluation of content-retrieval systems of 3D assembly models. A crucial feature of this benchmark regards its ability to consider the various aspects characterizing the models of mechanical assemblies.

        @inproceedings{10.2312:3dor.20191065
,
booktitle = {Eurographics Workshop on 3D Object Retrieval
},
editor = {Biasotti, Silvia and Lavoué, Guillaume and Veltkamp, Remco
},
title = {{A 3D CAD Assembly Benchmark
}},
author = {Lupinetti, Katia and 
Giannini, Franca and 
monti, marina and 
PERNOT, Jean-Philippe
},
year = {2019
},
publisher = {The Eurographics Association
},
ISSN = {1997-0471
},
ISBN = {978-3-03868-077-2
},
DOI = {10.2312/3dor.20191065
}
}