Presentation 2012/1/12
Integrating point clouds from Visual Hull and Stereo using Graph-cuts
KAZUKI MATSUDA, NORIMICHI UKITA, NORIHIRO HAGITA,
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Abstract(in English) We propose a 3D multiview reconstruction method allowing to work well for complex shape and/or texture-less object. It integrates point clouds obtained for visual hull and multiview stereo while avoiding ghost volumes in concave regions and reconstruction failure in texture-less regions. By assuming that the points cloud choise problem is binary label optimization and solving by graph-cuts, we accomplish a global optimum solution. In the optimization, we consider visibirity relations, normals and density of points.We propose a 3D multiview reconstruction method allowing to work well for complex shape and/or texture-less object. It integrates point clouds obtained for visual hull and multiview stereo while avoiding ghost volumes in concave regions and reconstruction failure in texture-less regions. By assuming that the points cloud choise problem is binary label optimization and solving by graph-cuts, we accomplish a global optimum solution. In the optimization, we consider visibirity relations, normals and density of points.
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Paper # Vol.2012-CVIM-180 No.10
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Committee MVE
Conference Date 2012/1/12(1days)
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Registration To Media Experience and Virtual Environment (MVE)
Language JPN
Title (in Japanese) (See Japanese page)
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Title (in English) Integrating point clouds from Visual Hull and Stereo using Graph-cuts
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1st Author's Name KAZUKI MATSUDA
1st Author's Affiliation Nara Institute of Science and Technology: NAIST()
2nd Author's Name NORIMICHI UKITA
2nd Author's Affiliation Nara Institute of Science and Technology: NAIST
3rd Author's Name NORIHIRO HAGITA
3rd Author's Affiliation Nara Institute of Science and Technology: NAIST:Advanced Telecommunications Research Institute International: ATR
Date 2012/1/12
Paper # Vol.2012-CVIM-180 No.10
Volume (vol) vol.111
Number (no) 380
Page pp.pp.-
#Pages 8
Date of Issue