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Estimating planar patches for light field reconstruction
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Mullins, Andrew, Bowen, Adam, Wilson, Roland and Rajpoot, Nasir M. (2005) Estimating planar patches for light field reconstruction. In: British Machine Vision Conference (BMVC 2005), Oxford, UK, 5-8 Sep 2005. Published in: Proceedings of the British Machine Vision Conference 2005 ISBN 1901725294 . doi:10.5244/C.19.23
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Abstract
Light fields are known for their potential in generating reconstructions of a scene from novel viewpoints without need for a model of the scene. Reconstruction of novel views, however, often leads to ghosting artefacts, which can be relieved by correcting for the depth of objects within the scene using disparity compensation. Unfortunately, reconstructions from the disparity information suffer from a lack of information on the orientation and smoothness of the underlying surfaces. In this paper, we propose a novel representation of the surfaces present within a scene using a planar patch approach. We discuss the process of estimating patches and introduce a reconstruction algorithm designed to exploit this patch information to produce visually superior reconstructions at higher resolutions. Experimental results demonstrate the effectiveness of this reconstruction technique when compared to traditional reconstruction methods.
Item Type: | Conference Item (Paper) | ||||
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Subjects: | Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software | ||||
Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||
Journal or Publication Title: | Proceedings of the British Machine Vision Conference 2005 | ||||
ISBN: | 1901725294 | ||||
Official Date: | 2005 | ||||
Dates: |
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DOI: | 10.5244/C.19.23 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access | ||||
Date of first compliant deposit: | 27 December 2015 | ||||
Conference Paper Type: | Paper | ||||
Title of Event: | British Machine Vision Conference (BMVC 2005) | ||||
Type of Event: | Conference | ||||
Location of Event: | Oxford, UK | ||||
Date(s) of Event: | 5-8 Sep 2005 | ||||
Related URLs: |
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