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Authors: Harish Bhaskar and Helmut Bez

Affiliation: Research School of Informatics, Loughborough University, United Kingdom

ISBN: 978-972-8865-83-2

Keyword(s): Video stabilization, motion compensation, motion estimation, genetic algorithms, kalman filtering.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Genetic Algorithms ; Image Processing ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Robotics and Automation ; Soft Computing ; Vision, Recognition and Reconstruction

Abstract: Video stabilization algorithms primarily aim at generating stabilized image sequences by removing unwanted shake due to small camera movements. It is important to perform video stabilization in order to assure more effective high level video analysis. In this paper, we propose novel motion correction schemes based on probabilistic filters in the context of block matching motion estimation for efficient video stabilization. We present a detailed overview of the model and compare our model against other block matching schemes on several real-time and synthetic data sets.

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Paper citation in several formats:
Bhaskar H.; Bez H. and (2007). A NOVEL BLOCK MOTION ESTIMATION MODEL FOR VIDEO STABILIZATION APPLICATIONS.In Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO, ISBN 978-972-8865-83-2, pages 303-306. DOI: 10.5220/0001650803030306

@conference{icinco07,
author={Harish Bhaskar and Helmut Bez},
title={A NOVEL BLOCK MOTION ESTIMATION MODEL FOR VIDEO STABILIZATION APPLICATIONS},
booktitle={Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,},
year={2007},
pages={303-306},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001650803030306},
isbn={978-972-8865-83-2},
}

TY - CONF

JO - Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,
TI - A NOVEL BLOCK MOTION ESTIMATION MODEL FOR VIDEO STABILIZATION APPLICATIONS
SN - 978-972-8865-83-2
AU - Bhaskar, H.
AU - Bez, H.
PY - 2007
SP - 303
EP - 306
DO - 10.5220/0001650803030306

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