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Authors: Juan Rosell-Ortega ; Gabriela Andreu-García ; Fernando López-García and Vicente Atienza-Vanacloig

Affiliation: Universidad Politécnica de Valencia, Spain

Keyword(s): Background subtraction, Surveillance, Motion segmentation.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Model-Based Object Tracking in Image Sequences ; Motion, Tracking and Stereo Vision ; Tracking of People and Surveillance

Abstract: In this paper we introduce an algorithm aimed to create a background model with multimodal support, which associates a confidence value to the obtained model. Our algorithm creates the model based on a criterion of motion, pixel behavior and pixel similarity with the scenes background. This method uses only three frames to create a first model without restrictions on the frame content. The model is adapted over time to reflect new situations and illumination changes in the scene. One approach to detect corrupt model is also mentioned. The goal of confidence value is to quantify the quality of the model after a number of frames have been used to build it. Quantitative experimental results are obtained with a well-known benchmark and compared to a classical background modelling algorithm, showing the benefits of our approach.

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Paper citation in several formats:
Rosell-Ortega, J.; Andreu-García, G.; López-García, F. and Atienza-Vanacloig, V. (2010). BACKGROUND MODELING WITH MOTION CRITERION AND MULTI-MODAL SUPPORT. In Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2010) - Volume 1: VISAPP; ISBN 978-989-674-028-3; ISSN 2184-4321, SciTePress, pages 419-422. DOI: 10.5220/0002822604190422

@conference{visapp10,
author={Juan Rosell{-}Ortega. and Gabriela Andreu{-}García. and Fernando López{-}García. and Vicente Atienza{-}Vanacloig.},
title={BACKGROUND MODELING WITH MOTION CRITERION AND MULTI-MODAL SUPPORT},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2010) - Volume 1: VISAPP},
year={2010},
pages={419-422},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002822604190422},
isbn={978-989-674-028-3},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2010) - Volume 1: VISAPP
TI - BACKGROUND MODELING WITH MOTION CRITERION AND MULTI-MODAL SUPPORT
SN - 978-989-674-028-3
IS - 2184-4321
AU - Rosell-Ortega, J.
AU - Andreu-García, G.
AU - López-García, F.
AU - Atienza-Vanacloig, V.
PY - 2010
SP - 419
EP - 422
DO - 10.5220/0002822604190422
PB - SciTePress

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