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Scene reconstruction from multiple views using a locally planar model
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Mullins, Andrew, Bowen, Adam, Wilson, Roland and Rajpoot, Nasir M. (2006) Scene reconstruction from multiple views using a locally planar model. In: Vision, Modeling and Visualisation (VMV 2006), Aachen, Germany, 22-24 Nov 2006
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Abstract
Image based rendering techniques allow reconstructions of a scene from an arbitrary viewpoint, given views of the scene. In this paper a locally planar representation of the scene structure is presented, where each block of pixels in the input images is assumed to correspond to some patch of an object's surface. A multi-resolution particle filter method of estimating the position and orientation of these patches is described. This method offers fast computation without sacrificing accuracy. The estimated patches often include a significant amount of redundant information. We present an algorithm for identifying this redundancy and producing a compressed data set. Finally we introduce a simple, fast, algorithm for generating reconstructions of the scene. Results on both synthetic and real data sets are presented to demonstrate the effectiveness of our techniques.
Item Type: | Conference Item (Paper) | ||||
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Subjects: | T Technology > TA Engineering (General). Civil engineering (General) | ||||
Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||
Library of Congress Subject Headings (LCSH): | Image processing -- Digital techniques, Three-dimensional imaging, Three-dimensional imaging -- Mathematical models, Rendering (Computer graphics) | ||||
Official Date: | 2006 | ||||
Dates: |
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Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Date of first compliant deposit: | 28 July 2016 | ||||
Date of first compliant Open Access: | 28 July 2016 | ||||
Funder: | Engineering and Physical Sciences Research Council (EPSRC) | ||||
Grant number: | GR/S97934/01 | ||||
Conference Paper Type: | Paper | ||||
Title of Event: | Vision, Modeling and Visualisation (VMV 2006) | ||||
Type of Event: | Conference | ||||
Location of Event: | Aachen, Germany | ||||
Date(s) of Event: | 22-24 Nov 2006 | ||||
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