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Authors: Rémi Trichet and Bernard Mérialdo

Affiliation: Institute Eurecom, France

Keyword(s): Object tracking, video annotation, keypoints, interactive television, color adaptation.

Related Ontology Subjects/Areas/Topics: Applications ; Computer Vision, Visualization and Computer Graphics ; Human-Computer Interaction ; Methodologies and Methods ; Model-Based Object Tracking in Image Sequences ; Motion and Tracking ; Motion, Tracking and Stereo Vision ; Pattern Recognition ; Physiological Computing Systems ; Real-Time Vision

Abstract: This article describes a method for fast video annotation using an object tracking technique. This work is part of the development of a system for interactive television, where video objects have to be identified in the video program. This environment puts specific requirements on the object tracking technique. We propose to use a generic technique based on keypoints. We describe three contributions in order to best satisfy those requirements: a model for a broader temporal use of the keypoints, an ambient color adaptation pre-treatment enhancing the keypoint detector performance, and a motion based bounding box repositioning algorithm. Finally, we present experimental results to validate those contributions.

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Paper citation in several formats:
Trichet, R. and Mérialdo, B. (2007). GENERIC OBJECT TRACKING FOR FAST VIDEO ANNOTATION. In Proceedings of the Second International Conference on Computer Vision Theory and Applications (VISIGRAPP 2007) - Volume 2: VISAPP; ISBN 978-972-8865-74-0; ISSN 2184-4321, SciTePress, pages 419-426. DOI: 10.5220/0002045104190426

@conference{visapp07,
author={Rémi Trichet. and Bernard Mérialdo.},
title={GENERIC OBJECT TRACKING FOR FAST VIDEO ANNOTATION},
booktitle={Proceedings of the Second International Conference on Computer Vision Theory and Applications (VISIGRAPP 2007) - Volume 2: VISAPP},
year={2007},
pages={419-426},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002045104190426},
isbn={978-972-8865-74-0},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the Second International Conference on Computer Vision Theory and Applications (VISIGRAPP 2007) - Volume 2: VISAPP
TI - GENERIC OBJECT TRACKING FOR FAST VIDEO ANNOTATION
SN - 978-972-8865-74-0
IS - 2184-4321
AU - Trichet, R.
AU - Mérialdo, B.
PY - 2007
SP - 419
EP - 426
DO - 10.5220/0002045104190426
PB - SciTePress