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Authors: Pierre Dubosclard 1 ; Stanislas Larnier 1 ; Hubert Konik 2 ; Ariane Herbulot 1 and Michel Devy 1

Affiliations: 1 CNRS and Univ. de Toulouse, France ; 2 Laboratoire Hubert Curien, France

Keyword(s): Image processing, Image Segmentation, Shape Learning, Active Contours, Visual Grading.

Related Ontology Subjects/Areas/Topics: Applications ; Feature Selection and Extraction ; Object Recognition ; Pattern Recognition ; Shape Representation ; Software Engineering ; Theory and Methods

Abstract: This paper presents a deterministic method for automatic visual grading, designed to solve the industrial problem of evaluation of seed lots. The sample is thrown in bulk onto a tray placed in a chamber for acquiring color image. An image processing method had been developed to separate and characterize each seed. Shape learning is performed on isolated seeds. The collected information is used for the segmentation. A first step is made based on simple criteria such as regions, edges and normals to the boundary. Then, an active contour with shape prior is performed to improve the results.

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Paper citation in several formats:
Dubosclard, P.; Larnier, S.; Konik, H.; Herbulot, A. and Devy, M. (2015). Deterministic Method for Automatic Visual Grading of Seed Food Products. In Proceedings of the International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM; ISBN 978-989-758-076-5; ISSN 2184-4313, SciTePress, pages 212-217. DOI: 10.5220/0005188102120217

@conference{icpram15,
author={Pierre Dubosclard. and Stanislas Larnier. and Hubert Konik. and Ariane Herbulot. and Michel Devy.},
title={Deterministic Method for Automatic Visual Grading of Seed Food Products},
booktitle={Proceedings of the International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM},
year={2015},
pages={212-217},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005188102120217},
isbn={978-989-758-076-5},
issn={2184-4313},
}

TY - CONF

JO - Proceedings of the International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM
TI - Deterministic Method for Automatic Visual Grading of Seed Food Products
SN - 978-989-758-076-5
IS - 2184-4313
AU - Dubosclard, P.
AU - Larnier, S.
AU - Konik, H.
AU - Herbulot, A.
AU - Devy, M.
PY - 2015
SP - 212
EP - 217
DO - 10.5220/0005188102120217
PB - SciTePress

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