| Presentation | 2010-03-05 A Method for Multiple Image Interpolation Employing Self-Organizing Map Katsuaki SHIRAISHI, Hideaki KAWANO, Hiroshi MAEDA, Norikazu IKOMA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Morphing is one of the techniques that generate the interpolation image between those shapes, to express changing from a shape to another shape by animation. The application of this technique are the generation of the medical image in the medical system, and image generation between the words in the system making example sentence of finger spelling. In these systems, take a lot of trouble to generate because it is necessary to prepare the interpolation groups between all images in advance. On the other hand, Self-Organizing Map (SOM) can interpolate between data using the proximity relationship on data space, by topological mapping that held the proximity relationship of the input data set given when learning. In this study, we proposed a method of applying the data interpolation by SOM to the image data, and demonstrated the effectiveness. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Self-Organizing Map (SOM) / Image interpolation / Morphing |
| Paper # | SIS2009-65 |
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| Conference Information | |
| Committee | SIS |
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| Conference Date | 2010/2/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Smart Info-Media Systems (SIS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Method for Multiple Image Interpolation Employing Self-Organizing Map |
| Sub Title (in English) | |
| Keyword(1) | Self-Organizing Map (SOM) |
| Keyword(2) | Image interpolation |
| Keyword(3) | Morphing |
| 1st Author's Name | Katsuaki SHIRAISHI |
| 1st Author's Affiliation | Department of Electrical Engineering and Electronics, Graduate School of Engineering, Kyushu Institute of Technology() |
| 2nd Author's Name | Hideaki KAWANO |
| 2nd Author's Affiliation | Department of Electrical Engineering and Electronics, Faculty of Engineering, Kyushu Institute of Technology |
| 3rd Author's Name | Hiroshi MAEDA |
| 3rd Author's Affiliation | Department of Electrical Engineering and Electronics, Faculty of Engineering, Kyushu Institute of Technology |
| 4th Author's Name | Norikazu IKOMA |
| 4th Author's Affiliation | Department of Electrical Engineering and Electronics, Faculty of Engineering, Kyushu Institute of Technology |
| Date | 2010-03-05 |
| Paper # | SIS2009-65 |
| Volume (vol) | vol.109 |
| Number (no) | 447 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |