| Presentation | 2012-11-28 Implementation of an Image Recognition System with Hierarchical Feature Learning Function Baku OGASAWARA, Satoru YOKOTA, Hakaru TAMUKOH, Masatoshi SEKINE, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose and develop "an image recognition system" having a hierarchical feature learning function. The feature learning function is combined Self-Organizing Map (SOM) with multi-resolution analysis. In this paper, we describe how to implement the image recognition system in system LSI, FPGA. The system has two sub-systems, the one is for the feature learning, and the other one is for the image recognition. These sub-systems can be integrated because of a compatibility of them. The integration saves circuit resources. In addition, we show an effectiveness of implementing feature learning and image recognition mechanism in system LSI from the learning result, the learning speed, and the logic circuit scale. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Multi-resolution analysis / Self-Organizing Map / Image recognition / FPGA |
| Paper # | RECONF2012-60 |
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| Conference Information | |
| Committee | RECONF |
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| Conference Date | 2012/11/20(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Reconfigurable Systems (RECONF) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Implementation of an Image Recognition System with Hierarchical Feature Learning Function |
| Sub Title (in English) | |
| Keyword(1) | Multi-resolution analysis |
| Keyword(2) | Self-Organizing Map |
| Keyword(3) | Image recognition |
| Keyword(4) | FPGA |
| 1st Author's Name | Baku OGASAWARA |
| 1st Author's Affiliation | Tokyo University of Agriculture and Technology() |
| 2nd Author's Name | Satoru YOKOTA |
| 2nd Author's Affiliation | Tokyo University of Agriculture and Technology |
| 3rd Author's Name | Hakaru TAMUKOH |
| 3rd Author's Affiliation | Tokyo University of Agriculture and Technology |
| 4th Author's Name | Masatoshi SEKINE |
| 4th Author's Affiliation | Tokyo University of Agriculture and Technology |
| Date | 2012-11-28 |
| Paper # | RECONF2012-60 |
| Volume (vol) | vol.112 |
| Number (no) | 325 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |