| Presentation | 2009-10-23 The expression and invariants of 3D object's shape using linear model of weak-stationary random fields Sho TAKAHASHI, Jinhui CHAO, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper we show a model for 3D images and other high dimensional data distributions using a linear model of weak-stationary random fields. The complete set of invariants of the model under Euclidean motions is obtained. This model is then applicable to object recognition, segmentation and object-based coding of 3D images. Applied to the so-called fibre-bundle models of surfaces, the proposed method reduces to multichannel linear prediction or linear interpolations along fibre-curves. Finally, simulation is shown on object segmentation using the new model. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Random fields / invariants / linear interpolation / linear prediction / object recognition / segmentation / object-based coding of 3D images |
| Paper # | PRMU2009-84 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2009/10/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | The expression and invariants of 3D object's shape using linear model of weak-stationary random fields |
| Sub Title (in English) | |
| Keyword(1) | Random fields |
| Keyword(2) | invariants |
| Keyword(3) | linear interpolation |
| Keyword(4) | linear prediction |
| Keyword(5) | object recognition |
| Keyword(6) | segmentation |
| Keyword(7) | object-based coding of 3D images |
| 1st Author's Name | Sho TAKAHASHI |
| 1st Author's Affiliation | Department Information Engineering, Graduate School of Science and Engineering, Chuo University() |
| 2nd Author's Name | Jinhui CHAO |
| 2nd Author's Affiliation | Department of Information Engineering, Faculty of Science and Engineering, Chuo University |
| Date | 2009-10-23 |
| Paper # | PRMU2009-84 |
| Volume (vol) | vol.109 |
| Number (no) | 249 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |