MEANING AND EFFICIENCY IN THE GESTALT-SYSTEM - An Approach to Automatic Image Description

E. Michaelsen; M. Arens; L. J. Doktorski; P. Ding; U. Stilla

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Paper

MEANING AND EFFICIENCY IN THE GESTALT-SYSTEM - An Approach to Automatic Image Description

In Proceedings of the Second International Conference on Computer Vision Theory and Applications - Volume 3: Mathematical and Linguistic Techniques for Image Mining, 188-193, 2007 , Barcelona, Spain

Authors: E. Michaelsen ¹ ; M. Arens ¹ ; L. J. Doktorski ¹ ; P. Ding ¹ and U. Stilla ²

Affiliations: ¹ FGAN-FOM, Germany ; ² Technical University of Munich, Germany

Keyword(s): Image understanding, pattern recognition, structural and syntactical approach, production systems.

Abstract: Knowledge-based image recognition and description systems have to balance soundness versus efficiency. For mining purposes in particular a theory of meaning – i.e. formal semantic or ontology – has to be given. However, efficiency is also most important for practicability. This contribution uses production systems. The semantics are analysed by means of confluence. Productions are used in an accumulating way instead of reductive. The interpretation scheme given allows breaking reasoning at any time with an approximate interpretation as result. Two example systems using this interpreter are discussed.

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Paper citation in several formats:

Michaelsen, E.; Arens, M.; J. Doktorski, L.; Ding, P. and Stilla, U. (2007). MEANING AND EFFICIENCY IN THE GESTALT-SYSTEM - An Approach to Automatic Image Description. In Proceedings of the Second International Conference on Computer Vision Theory and Applications (VISAPP 2007) - Mathematical and Linguistic Techniques for Image Mining; ISBN 978-972-8865-75-7; ISSN 2184-4321, SciTePress, pages 188-193. DOI: 10.5220/0002070601880193

@conference{mathematical and linguistic techniques for image mining07,
author={E. Michaelsen. and M. Arens. and L. {J. Doktorski}. and P. Ding. and U. Stilla.},
title={MEANING AND EFFICIENCY IN THE GESTALT-SYSTEM - An Approach to Automatic Image Description},
booktitle={Proceedings of the Second International Conference on Computer Vision Theory and Applications (VISAPP 2007) - Mathematical and Linguistic Techniques for Image Mining},
year={2007},
pages={188-193},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002070601880193},
isbn={978-972-8865-75-7},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the Second International Conference on Computer Vision Theory and Applications (VISAPP 2007) - Mathematical and Linguistic Techniques for Image Mining
TI - MEANING AND EFFICIENCY IN THE GESTALT-SYSTEM - An Approach to Automatic Image Description
SN - 978-972-8865-75-7
IS - 2184-4321
AU - Michaelsen, E.
AU - Arens, M.
AU - J. Doktorski, L.
AU - Ding, P.
AU - Stilla, U.
PY - 2007
SP - 188
EP - 193
DO - 10.5220/0002070601880193
PB - SciTePress