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Authors: Agnés Borràs and Josep Lladós

Affiliation: Computer Vision Center, Spain

Keyword(s): Region of interest, Region detector, Color stability, Space scale.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Biomedical Signal Processing ; Computer Vision, Visualization and Computer Graphics ; Data Manipulation ; Health Engineering and Technology Applications ; Human-Computer Interaction ; Image and Video Analysis ; Methodologies and Methods ; Neurocomputing ; Neurotechnology, Electronics and Informatics ; Pattern Recognition ; Physiological Computing Systems ; Segmentation and Grouping ; Sensor Networks ; Soft Computing

Abstract: In this paper we present a novel method to obtain regions of interest in color images. The strategy consists in the evaluation of the stability of a region according to its properties of color and spatial arrangement. We propose a fusion of the classical color image segmentation with the space scale analysis. An image can be decomposed in a set of regions that describe the whole image content. Using a set of manual labelled images we have evaluated the properties of the detector according to the human perception. The proposed region detector has a potential application in the field of the content based image retrieval by sketch.

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Paper citation in several formats:
Borràs, A. and Lladós, J. (2009). COREST: A MEASURE OF COLOR AND SPACE STABILITY TO DETECT SALIENT REGIONS ACCORDING TO HUMAN CRITERIA. In Proceedings of the Fourth International Conference on Computer Vision Theory and Applications (VISIGRAPP 2009) - Volume 2: VISAPP; ISBN 978-989-8111-69-2; ISSN 2184-4321, SciTePress, pages 204-209. DOI: 10.5220/0001802502040209

@conference{visapp09,
author={Agnés Borràs. and Josep Lladós.},
title={COREST: A MEASURE OF COLOR AND SPACE STABILITY TO DETECT SALIENT REGIONS ACCORDING TO HUMAN CRITERIA},
booktitle={Proceedings of the Fourth International Conference on Computer Vision Theory and Applications (VISIGRAPP 2009) - Volume 2: VISAPP},
year={2009},
pages={204-209},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001802502040209},
isbn={978-989-8111-69-2},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications (VISIGRAPP 2009) - Volume 2: VISAPP
TI - COREST: A MEASURE OF COLOR AND SPACE STABILITY TO DETECT SALIENT REGIONS ACCORDING TO HUMAN CRITERIA
SN - 978-989-8111-69-2
IS - 2184-4321
AU - Borràs, A.
AU - Lladós, J.
PY - 2009
SP - 204
EP - 209
DO - 10.5220/0001802502040209
PB - SciTePress

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