| Presentation | 1998/3/20 Curved Shape Estimetion From Single-Eye Real-Images Using Network Inversion Technique Hiroki KUBO, Keisuke KAMEYAMA, Yukio KOSUGI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We discuss the inverse problem of estimating 3D shape of an object from single-eyed 2D images. First we evaluated the deformation by calculating the set of shifting vectors. These vectors were applied to an inversion network to estimate the 3D surface. For improving the ill-posedness while solving the inverse problem by the network inversion technique, the concept of regularization was successfully introduced to yield the solution from surface pattern such as random dots or the texture on the surface. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | network inversion / inverse theory / regularization / Shape-from-Texture / surface-form estimation |
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| Committee | NC |
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| Conference Date | 1998/3/20(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Curved Shape Estimetion From Single-Eye Real-Images Using Network Inversion Technique |
| Sub Title (in English) | |
| Keyword(1) | network inversion |
| Keyword(2) | inverse theory |
| Keyword(3) | regularization |
| Keyword(4) | Shape-from-Texture |
| Keyword(5) | surface-form estimation |
| 1st Author's Name | Hiroki KUBO |
| 1st Author's Affiliation | Interdisciplinary Graduate School of Science and Engneering, Tokyo Institute of Technology() |
| 2nd Author's Name | Keisuke KAMEYAMA |
| 2nd Author's Affiliation | Interdisciplinary Graduate School of Science and Engneering, Tokyo Institute of Technology |
| 3rd Author's Name | Yukio KOSUGI |
| 3rd Author's Affiliation | Interdisciplinary Graduate School of Science and Engneering, Tokyo Institute of Technology |
| Date | 1998/3/20 |
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| Volume (vol) | vol.97 |
| Number (no) | 624 |
| Page | pp.pp.- |
| #Pages | 8 |
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