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 | CQ |
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Conference Date | 2012/1/12(1days) |
Place (in Japanese) | (See Japanese page) |
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Registration To | Communication Quality (CQ) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
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) | 378 |
Page | pp.pp.- |
#Pages | 8 |
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