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Coplanar repeats by energy minimization

Abstract:

This paper proposes an automated method to detect, group and rectify arbitrarily- arranged coplanar repeated elements via energy minimization. The proposed energy functional combines several features that model how planes with coplanar repeats are projected into images and captures global interactions between different coplanar re- peat groups and scene planes. An inference framework based on a recent variant of α-expansion is described and fast convergence is demonstrated. We compare the pr...

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Publication status:
Published
Peer review status:
Peer reviewed

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Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
Publisher:
BMVA Press
Host title:
British Machine Vision Conference BMVC 2016, 19-22 September, York, UK
Publication date:
2016-01-01
Acceptance date:
2016-05-13
Event location:
York
Pubs id:
pubs:656074
UUID:
uuid:8f85c28c-d62c-48bb-bd36-8cae70fef67a
Local pid:
pubs:656074
Source identifiers:
656074
Deposit date:
2016-11-01

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