Publikation: Stochastic optimization of multiple texture registration using mutual information
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2007
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HAMPRECHT, Fred A., ed., Christoph SCHNÖRR, ed., Bernd JÄHNE, ed.. Pattern Recognition. Berlin, Heidelberg: Springer Berlin Heidelberg, 2007, pp. 517-526. Lecture Notes in Computer Science. ISBN 978-3-540-74933-2. Available under: doi: 10.1007/978-3-540-74936-3_52
Zusammenfassung
We consider the problem of simultaneously registering several images to a 3D model. We propose a global approach based on mutual information that extends previous methods to incorporate the color, and does not require segmentation or feature extraction. We give a stochastic model for joint optimization of multiple image-to-model alignment and we propose a heuristic to solve it. Experiments with synthetic models showed that our algorithm is robust to varying illumination and surface characteristics. Experiments with real data showed that we can achieve very good accuracy even for an object with highly specular surface, in moderate lighting conditions.
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004 Informatik
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Pattern Recognition, Computer Graphics, Algorithm Analysis and Problem Complexity
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CLEJU, Ioan, Dietmar SAUPE, 2007. Stochastic optimization of multiple texture registration using mutual information. In: HAMPRECHT, Fred A., ed., Christoph SCHNÖRR, ed., Bernd JÄHNE, ed.. Pattern Recognition. Berlin, Heidelberg: Springer Berlin Heidelberg, 2007, pp. 517-526. Lecture Notes in Computer Science. ISBN 978-3-540-74933-2. Available under: doi: 10.1007/978-3-540-74936-3_52BibTex
@inproceedings{Cleju2007Stoch-22509,
year={2007},
doi={10.1007/978-3-540-74936-3_52},
title={Stochastic optimization of multiple texture registration using mutual information},
isbn={978-3-540-74933-2},
publisher={Springer Berlin Heidelberg},
address={Berlin, Heidelberg},
series={Lecture Notes in Computer Science},
booktitle={Pattern Recognition},
pages={517--526},
editor={Hamprecht, Fred A. and Schnörr, Christoph and Jähne, Bernd},
author={Cleju, Ioan and Saupe, Dietmar}
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