3D INSPECTION SYSTEM IN CERAMIC TILES SURFACES WITH RANGE IMAGES

G. Pabón Rodríguez, G. Andreu-García, A. Rodas-Jordá, J. Valiente-González, F. Acebrón-Linuesa

2010

Abstract

In this paper we propose a system to characterize 3D defects of range images, which can be combined with traditional surface inspection methods in an industrial environment for ceramic tiles inspection. Our application has the advantage of learning the geometric features of the ceramic pieces, creating a unique 3D model against which we compare the test pieces. In addition to this, the system includes a robust learning phase, which discards tiles with defects impossible to see from a human expert and a more stringent inspection in areas with low uncertainty. Experiments with real data were performed. Our data consist of tiles of different types, shapes and silk-screen of ceramic tiles. Results are promising for tiles with a straight orientation, over 99 % of defects are correctly classified.

Paper Citation

in Harvard Style

Pabón Rodríguez G., Andreu-García G., Rodas-Jordá A., Valiente-González J. and Acebrón-Linuesa F. (2010). 3D INSPECTION SYSTEM IN CERAMIC TILES SURFACES WITH RANGE IMAGES . In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2010) ISBN 978-989-674-029-0, pages 158-163. DOI: 10.5220/0002827101580163

in Bibtex Style

@conference{visapp10,
author={G. Pabón Rodríguez and G. Andreu-García and A. Rodas-Jordá and J. Valiente-González and F. Acebrón-Linuesa},
title={3D INSPECTION SYSTEM IN CERAMIC TILES SURFACES WITH RANGE IMAGES},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2010)},
year={2010},
pages={158-163},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002827101580163},
isbn={978-989-674-029-0},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2010)
TI - 3D INSPECTION SYSTEM IN CERAMIC TILES SURFACES WITH RANGE IMAGES
SN - 978-989-674-029-0
AU - Pabón Rodríguez G.
AU - Andreu-García G.
AU - Rodas-Jordá A.
AU - Valiente-González J.
AU - Acebrón-Linuesa F.
PY - 2010
SP - 158
EP - 163
DO - 10.5220/0002827101580163