A COMBINED TECHNIQUE FOR DETECTING OBJECTS IN MULTIMODAL IMAGES OF PAINTINGS

Dmitry Murashov

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Paper

A COMBINED TECHNIQUE FOR DETECTING OBJECTS IN MULTIMODAL IMAGES OF PAINTINGS

Topics: Multimodal and Multi-Sensor Models of Image Formation; Object Detection and Localization

In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, 727-732, 2012 , Rome, Italy

Author: Dmitry Murashov

Affiliation: Dorodnicyn Computing Centre of RAS, Russian Federation

Keyword(s): Multimodal Images, Information-theoretical Image Difference Measure, Fine-art Paintings, Object Detection.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Image Formation and Preprocessing ; Multimodal and Multi-Sensor Models of Image Formation

Abstract: A combined technique for detecting objects in multimodal images based on specific object detectors and image difference measure is presented. The information-theoretical measures of image difference are proposed. The conditions of applicability of these measures for detecting artefacts in multimodal images are formulated. The technique based on the proposed measures is successfully used for detecting repainting and retouching areas in the images of fine-art paintings. It requires segmentation of only one of the analyzed images.

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Paper citation in several formats:

Murashov, D. (2012). A COMBINED TECHNIQUE FOR DETECTING OBJECTS IN MULTIMODAL IMAGES OF PAINTINGS. In Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2012) - Volume 2: VISAPP; ISBN 978-989-8565-03-7; ISSN 2184-4321, SciTePress, pages 727-732. DOI: 10.5220/0003870107270732

@conference{visapp12,
author={Dmitry Murashov},
title={A COMBINED TECHNIQUE FOR DETECTING OBJECTS IN MULTIMODAL IMAGES OF PAINTINGS},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2012) - Volume 2: VISAPP},
year={2012},
pages={727-732},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003870107270732},
isbn={978-989-8565-03-7},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2012) - Volume 2: VISAPP
TI - A COMBINED TECHNIQUE FOR DETECTING OBJECTS IN MULTIMODAL IMAGES OF PAINTINGS
SN - 978-989-8565-03-7
IS - 2184-4321
AU - Murashov, D.
PY - 2012
SP - 727
EP - 732
DO - 10.5220/0003870107270732
PB - SciTePress