| Presentation | 1997/5/15 Optical Flow with Quantitative Reliability Measure Susumu KUBOTA, Osamu HORI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a new uncertainty model for gradient-based optical flow computation. The proposed model provides a statistical formulation of the gradient method. Two reliability measures are derived based on the model. One is quantitative accuracy measure and the other is fitness measure. Those reliability measures give solutions to several important problems such as aperture problem, occlusion detection and outlier rejection. The validity of the proposed model and reliability measure is evaluated through experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | optical flow / gradient-based method / uncertainty model / quantitative reliability measure |
| Paper # | PRMU97-16 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 1997/5/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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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) | Optical Flow with Quantitative Reliability Measure |
| Sub Title (in English) | |
| Keyword(1) | optical flow |
| Keyword(2) | gradient-based method |
| Keyword(3) | uncertainty model |
| Keyword(4) | quantitative reliability measure |
| 1st Author's Name | Susumu KUBOTA |
| 1st Author's Affiliation | TOSHIBA Corporation R&D Center() |
| 2nd Author's Name | Osamu HORI |
| 2nd Author's Affiliation | TOSHIBA Corporation R&D Center |
| Date | 1997/5/15 |
| Paper # | PRMU97-16 |
| Volume (vol) | vol.97 |
| Number (no) | 40 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |