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Authors: Moreno Carullo ; Elisabetta Binaghi and Ignazio Gallo

Affiliation: Università degli Studi dell’Insubria, Italy

ISBN: 978-989-8111-69-2

ISSN: 2184-4321

Keyword(s): Content-based image retrieval, Image categorization, Image annotation, Soft classification, Neural networks.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Biomedical Signal Processing ; Computational Intelligence ; Data Manipulation ; Health Engineering and Technology Applications ; Human-Computer Interaction ; Methodologies and Methods ; Neural Networks ; Neurocomputing ; Neurotechnology, Electronics and Informatics ; Pattern Recognition ; Physiological Computing Systems ; Sensor Networks ; Signal Processing ; Soft Computing ; Theory and Methods

Abstract: This work focuses on fast approaches for image retrieval and classification by employing simple features to build image signatures. For this purpose a neural model for soft classification and automatic image annotation is proposed. The salient aspects of this solution are: a) the employment of a Radial Basis Function Network built on top of an image retrieval distance metric b) a soft learning strategy for annotation handling. Experiments have been conducted on a subset of the Corel image dataset for evaluation and comparative analysis.

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Paper citation in several formats:
Carullo M.; Binaghi E.; Gallo I. and (2009). SOFT CATEGORIZATION AND ANNOTATION OF IMAGES WITH RADIAL BASIS FUNCTION NETWORKS.In Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2009) ISBN 978-989-8111-69-2, pages 309-314. DOI: 10.5220/0001785203090314

@conference{visapp09,
author={Moreno Carullo and Elisabetta Binaghi and Ignazio Gallo},
title={SOFT CATEGORIZATION AND ANNOTATION OF IMAGES WITH RADIAL BASIS FUNCTION NETWORKS},
booktitle={Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2009)},
year={2009},
pages={309-314},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001785203090314},
isbn={978-989-8111-69-2},
}

TY - CONF

JO - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2009)
TI - SOFT CATEGORIZATION AND ANNOTATION OF IMAGES WITH RADIAL BASIS FUNCTION NETWORKS
SN - 978-989-8111-69-2
AU - Carullo, M.
AU - Binaghi, E.
AU - Gallo, I.
PY - 2009
SP - 309
EP - 314
DO - 10.5220/0001785203090314

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