Joint 3D-reconstruction and background separation in multiple views using graph cuts
| dc.contributor.author | Goldlücke, Bastian | |
| dc.contributor.author | Magnor, Marcus A. | |
| dc.date.accessioned | 2017-12-21T08:17:17Z | |
| dc.date.available | 2017-12-21T08:17:17Z | |
| dc.date.issued | 2003 | eng |
| dc.description.abstract | This paper deals with simultaneous depth map estimation and background separation in a multi-view setting with several fixed calibrated cameras, two problems which have previously been addressed separately. We demonstrate that their strong interdependency can be exploited elegantly by minimizing a discrete energy functional, which evaluates both properties at the same time. Our algorithm is derived from the powerful "multi-camera scene reconstruction via graph cuts" algorithm presented by Kolmogorov and Zabih (2002). Experiments with both real-world as well as synthetic scenes demonstrate that the presented combined approach yields even more correct depth estimates. In particular, the additional information gained by taking background into account increases considerably the algorithm's robustness against noise. | eng |
| dc.description.version | published | eng |
| dc.identifier.doi | 10.1109/CVPR.2003.1211419 | eng |
| dc.identifier.uri | https://kops.uni-konstanz.de/handle/123456789/40992 | |
| dc.language.iso | eng | eng |
| dc.subject | Layout, Image reconstruction, Cameras, Stereo vision, Pixel, Computer vision, Iterative algorithms, Yield estimation, Noise robustness, Background noise | eng |
| dc.subject.ddc | 004 | eng |
| dc.title | Joint 3D-reconstruction and background separation in multiple views using graph cuts | eng |
| dc.type | INPROCEEDINGS | eng |
| dspace.entity.type | Publication | |
| kops.citation.bibtex | @inproceedings{Goldlucke2003Joint-40992,
year={2003},
doi={10.1109/CVPR.2003.1211419},
title={Joint 3D-reconstruction and background separation in multiple views using graph cuts},
isbn={0-7695-1900-8},
issn={1063-6919},
publisher={IEEE Computer Society},
address={Los Alamitos, California},
booktitle={Proceedings : 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 18 - 20 June 2003, Madison, Wisconsin ; Vol. 1},
pages={I-683--I-688},
author={Goldlücke, Bastian and Magnor, Marcus A.}
} | |
| kops.citation.iso690 | GOLDLÜCKE, Bastian, Marcus A. MAGNOR, 2003. Joint 3D-reconstruction and background separation in multiple views using graph cuts. CVPR 2003. Madison, Wis., 18. Juni 2003 - 20. Juni 2003. In: Proceedings : 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 18 - 20 June 2003, Madison, Wisconsin ; Vol. 1. Los Alamitos, California: IEEE Computer Society, 2003, pp. I-683-I-688. ISSN 1063-6919. ISBN 0-7695-1900-8. Available under: doi: 10.1109/CVPR.2003.1211419 | deu |
| kops.citation.iso690 | GOLDLÜCKE, Bastian, Marcus A. MAGNOR, 2003. Joint 3D-reconstruction and background separation in multiple views using graph cuts. CVPR 2003. Madison, Wis., Jun 18, 2003 - Jun 20, 2003. In: Proceedings : 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 18 - 20 June 2003, Madison, Wisconsin ; Vol. 1. Los Alamitos, California: IEEE Computer Society, 2003, pp. I-683-I-688. ISSN 1063-6919. ISBN 0-7695-1900-8. Available under: doi: 10.1109/CVPR.2003.1211419 | eng |
| kops.citation.rdf | <rdf:RDF
xmlns:dcterms="http://purl.org/dc/terms/"
xmlns:dc="http://purl.org/dc/elements/1.1/"
xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
xmlns:bibo="http://purl.org/ontology/bibo/"
xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#"
xmlns:foaf="http://xmlns.com/foaf/0.1/"
xmlns:void="http://rdfs.org/ns/void#"
xmlns:xsd="http://www.w3.org/2001/XMLSchema#" >
<rdf:Description rdf:about="https://kops.uni-konstanz.de/server/rdf/resource/123456789/40992">
<bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/40992"/>
<foaf:homepage rdf:resource="http://localhost:8080/"/>
<dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
<dc:creator>Magnor, Marcus A.</dc:creator>
<dcterms:title>Joint 3D-reconstruction and background separation in multiple views using graph cuts</dcterms:title>
<dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
<dc:language>eng</dc:language>
<dc:creator>Goldlücke, Bastian</dc:creator>
<dcterms:issued>2003</dcterms:issued>
<void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
<dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2017-12-21T08:17:17Z</dc:date>
<dcterms:abstract xml:lang="eng">This paper deals with simultaneous depth map estimation and background separation in a multi-view setting with several fixed calibrated cameras, two problems which have previously been addressed separately. We demonstrate that their strong interdependency can be exploited elegantly by minimizing a discrete energy functional, which evaluates both properties at the same time. Our algorithm is derived from the powerful "multi-camera scene reconstruction via graph cuts" algorithm presented by Kolmogorov and Zabih (2002). Experiments with both real-world as well as synthetic scenes demonstrate that the presented combined approach yields even more correct depth estimates. In particular, the additional information gained by taking background into account increases considerably the algorithm's robustness against noise.</dcterms:abstract>
<dc:contributor>Goldlücke, Bastian</dc:contributor>
<dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2017-12-21T08:17:17Z</dcterms:available>
<dc:contributor>Magnor, Marcus A.</dc:contributor>
</rdf:Description>
</rdf:RDF> | |
| kops.conferencefield | CVPR 2003, 18. Juni 2003 - 20. Juni 2003, Madison, Wis. | deu |
| kops.date.conferenceEnd | 2003-06-20 | eng |
| kops.date.conferenceStart | 2003-06-18 | eng |
| kops.flag.knbibliography | false | |
| kops.location.conference | Madison, Wis. | eng |
| kops.sourcefield | <i>Proceedings : 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 18 - 20 June 2003, Madison, Wisconsin ; Vol. 1</i>. Los Alamitos, California: IEEE Computer Society, 2003, pp. I-683-I-688. ISSN 1063-6919. ISBN 0-7695-1900-8. Available under: doi: 10.1109/CVPR.2003.1211419 | deu |
| kops.sourcefield.plain | Proceedings : 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 18 - 20 June 2003, Madison, Wisconsin ; Vol. 1. Los Alamitos, California: IEEE Computer Society, 2003, pp. I-683-I-688. ISSN 1063-6919. ISBN 0-7695-1900-8. Available under: doi: 10.1109/CVPR.2003.1211419 | deu |
| kops.sourcefield.plain | Proceedings : 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 18 - 20 June 2003, Madison, Wisconsin ; Vol. 1. Los Alamitos, California: IEEE Computer Society, 2003, pp. I-683-I-688. ISSN 1063-6919. ISBN 0-7695-1900-8. Available under: doi: 10.1109/CVPR.2003.1211419 | eng |
| kops.title.conference | CVPR 2003 | eng |
| relation.isAuthorOfPublication | c4ecb499-9c85-4481-832e-af061f18cbdc | |
| relation.isAuthorOfPublication.latestForDiscovery | c4ecb499-9c85-4481-832e-af061f18cbdc | |
| source.bibliographicInfo.fromPage | I-683 | eng |
| source.bibliographicInfo.toPage | I-688 | eng |
| source.identifier.isbn | 0-7695-1900-8 | eng |
| source.identifier.issn | 1063-6919 | eng |
| source.publisher | IEEE Computer Society | eng |
| source.publisher.location | Los Alamitos, California | eng |
| source.title | Proceedings : 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 18 - 20 June 2003, Madison, Wisconsin ; Vol. 1 | eng |