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Authors: Kei Akiyama 1 ; Zhi-wei Luo 2 ; Masaki Onishi 2 and Shigeyuki Hosoe 1

Affiliations: 1 Graduate School of Engineering, Nagoya University; Bio-mimetic Control Research Center, RIKEN, Japan ; 2 Bio-mimetic Control Research Center, RIKEN, Japan

Keyword(s): Moving image restoration, wavelet multiresolution analysis, nonlinear optimization, dynamics of moving image.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Enhancement and Restoration ; Image Formation and Preprocessing

Abstract: Iterative optimal calculation methods have been proposed for restoration of degraded static image based on wavelet multiresolution decomposition. However, it is quite difficult to apply these methods to process moving images due to the high computation cost. In this paper, we propose an effective restoration method for degraded moving image by modeling the motion of a moving object and predicting the future object position. We verified our method by computer simulations and an experiment to show that our method can reduce the computation time.

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Paper citation in several formats:
Akiyama, K.; Luo, Z.; Onishi, M. and Hosoe, S. (2006). RESTORATION OF DEGRADED MOVING IMAGE FOR PREDICTING A MOVING OBJECT. In Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, ISBN 972-8865-40-6; ISSN 2184-4321, pages 72-79. DOI: 10.5220/0001373700720079

@conference{visapp06,
author={Kei Akiyama. and Zhi{-}wei Luo. and Masaki Onishi. and Shigeyuki Hosoe.},
title={RESTORATION OF DEGRADED MOVING IMAGE FOR PREDICTING A MOVING OBJECT},
booktitle={Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP,},
year={2006},
pages={72-79},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001373700720079},
isbn={972-8865-40-6},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP,
TI - RESTORATION OF DEGRADED MOVING IMAGE FOR PREDICTING A MOVING OBJECT
SN - 972-8865-40-6
IS - 2184-4321
AU - Akiyama, K.
AU - Luo, Z.
AU - Onishi, M.
AU - Hosoe, S.
PY - 2006
SP - 72
EP - 79
DO - 10.5220/0001373700720079

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