Image restoration based template matching for multichannel restoration of image sequences

It has been demonstrated that multichannel restoration of motion compensated images sequences is very effective when good estimates of the displacement vector field (DVF) are available. In this paper two new stochastic algorithms for template-matching based DVF estimation are proposed. These algorit...

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Bibliographic Details
Main Authors: Mun Gi Choi, Galatsanos, N.P., Schonfeld, D.
Format: Conference Proceeding
Language:English
Subjects:
Computer science
Degradation
Image coding
Image restoration
Image sequences
Maximum likelihood estimation
Motion estimation
Object recognition
Parameter estimation
Stochastic processes
Online Access:Request full text
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Summary:It has been demonstrated that multichannel restoration of motion compensated images sequences is very effective when good estimates of the displacement vector field (DVF) are available. In this paper two new stochastic algorithms for template-matching based DVF estimation are proposed. These algorithms are based on the relationship of the template-matching and the image restoration problems. Experiments are shown where the valve of the proposed DVF estimation algorithms is demonstrated.
ISSN:1058-6393
2576-2303
DOI:10.1109/ACSSC.1996.600835