| Presentation | 2013-12-13 Explicit Local Linear Method for 2D Affine Image Registration Hayato Itoh, Atsushi IMIYA, Tomoya SAKAI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We introduce a local linear method using local linear property of affine transformed images for global image registration. In global image registration, by generating many transformed images as entries in a dictionary from a reference image, nearest-neighbour-search-based image registration computes the transformation that establishes the best match among the generated transformations. Assuming perturbation of a template is small, we can explicitly represent parameters which generate the transformation with a template and pre-generated transformed image. Using this local linear property, we can accurately estimate parameters with a small number of dictionary images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | image registration / local linearity / random projection / subsace method / nearest neighbour search |
| Paper # | PRMU2013-82 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2013/12/5(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Explicit Local Linear Method for 2D Affine Image Registration |
| Sub Title (in English) | |
| Keyword(1) | image registration |
| Keyword(2) | local linearity |
| Keyword(3) | random projection |
| Keyword(4) | subsace method |
| Keyword(5) | nearest neighbour search |
| 1st Author's Name | Hayato Itoh |
| 1st Author's Affiliation | Graduate School of Advanced Integration Science, Chiba University() |
| 2nd Author's Name | Atsushi IMIYA |
| 2nd Author's Affiliation | Institute of Management and Information Technologies, Chiba University |
| 3rd Author's Name | Tomoya SAKAI |
| 3rd Author's Affiliation | Graduate School of Engineering, Nagasaki University |
| Date | 2013-12-13 |
| Paper # | PRMU2013-82 |
| Volume (vol) | vol.113 |
| Number (no) | 346 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |