| Presentation | 1994/3/25 A Phase-Locking Theory of Restoration of Rotated Images by Dynamic Link Architecture. Takeshi Mito, Kouji Kurata, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Von der Malsburg has proposed dynamic link architecture,in which self-organizing map is applied to image recognition by matching data to sample.Dynamic link is a topographic mapping formed from data image to sample image.The mapping tends to link two points whch have similar local features,and so,can be distorted to some extent.The similarity of the two images is evaluated after transforming the data image by the mapping.Thus,dynamic link architecture is expected to be tolerant to distortion or rotation of data images.We propose a mathematically tractable model of dynamic link architecture.The model equation is reduced to simple phase dynamics,which clearly shows how themodel restores rotated data images.We also show some results of computer simulations verifying the theory. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | dynamic link / topographic mapping / matching data to sample / phase dynamics / image recognition |
| Paper # | NC93-118 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1994/3/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Phase-Locking Theory of Restoration of Rotated Images by Dynamic Link Architecture. |
| Sub Title (in English) | |
| Keyword(1) | dynamic link |
| Keyword(2) | topographic mapping |
| Keyword(3) | matching data to sample |
| Keyword(4) | phase dynamics |
| Keyword(5) | image recognition |
| 1st Author's Name | Takeshi Mito |
| 1st Author's Affiliation | Department of Biophysical Engineering,Faculty of Engineering Science,Osaka University.() |
| 2nd Author's Name | Kouji Kurata |
| 2nd Author's Affiliation | Department of Biophysical Engineering,Faculty of Engineering Science,Osaka University. |
| Date | 1994/3/25 |
| Paper # | NC93-118 |
| Volume (vol) | vol.93 |
| Number (no) | 537 |
| Page | pp.pp.- |
| #Pages | 8 |
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