| Presentation | 1997/12/18 A recognition method of 3-D object arrangement using optimization of global similarity to acquired image Manabu Hashimoto, Akinobu Seki, Kazuhiko Sumi, Shin'ichi Kuroda, Tetsuji Haga, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a scene recognition method for stacked hexahedrons. A conventional technique like a template matching can not recognize multiple objects using the similarity between the model and each object(local similarity), because there are many false patterns on the objects. If the scene is completely interpreted, not only local similarity but also the similarity of assumed image to acquired image(global similarity) will become high. A method we proposed is based on maxmizing this global similarity. It extracts the object candidates from the image, generates a lot of hypotheses as the combination of candidates, and then a hypothesis which has highest global similarity is chosen. We also applied the genetic algorithm to the hypothesis generation/verification process. Through real image experiments, we show that our method is practical. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | scene interpretation / global similarity / hypothesizing and verification / genetic algorithm |
| Paper # | PRMU97-177 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 1997/12/18(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 | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A recognition method of 3-D object arrangement using optimization of global similarity to acquired image |
| Sub Title (in English) | |
| Keyword(1) | scene interpretation |
| Keyword(2) | global similarity |
| Keyword(3) | hypothesizing and verification |
| Keyword(4) | genetic algorithm |
| 1st Author's Name | Manabu Hashimoto |
| 1st Author's Affiliation | Industrial Electronics and Systems Laboratory Mitsubishi Electric Corporation() |
| 2nd Author's Name | Akinobu Seki |
| 2nd Author's Affiliation | Industrial Electronics and Systems Laboratory Mitsubishi Electric Corporation |
| 3rd Author's Name | Kazuhiko Sumi |
| 3rd Author's Affiliation | Industrial Electronics and Systems Laboratory Mitsubishi Electric Corporation |
| 4th Author's Name | Shin'ichi Kuroda |
| 4th Author's Affiliation | Industrial Electronics and Systems Laboratory Mitsubishi Electric Corporation |
| 5th Author's Name | Tetsuji Haga |
| 5th Author's Affiliation | Industrial Electronics and Systems Laboratory Mitsubishi Electric Corporation |
| Date | 1997/12/18 |
| Paper # | PRMU97-177 |
| Volume (vol) | vol.97 |
| Number (no) | 458 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |