| Presentation | 2012-01-25 An Image Recognition System with Hierarchical Feature Learning Function Masahiro ARIIZUMI, Baku OGASAWARA, Hakaru TAMUKOH, Masatoshi SEKINE, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper we describe an image recognition system having a hierarchical feature learning function. The feature learning function is combined Self-Organizing Map(SOM) with multi-resolution analysis. We also describe a hardware implementation of feature learning and image recognition. The hardware is a SOM hardware sharing PE of feature region searching. In order to demonstrate the proposed hardware's effectiveness, we compare the processing time of the hardware and a software implementation. In addition, we show the effectiveness of implementing feature learning and image recognition mechanism in system LSI from the logic circuit scale of the proposed hardware. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Multi-resolution analysis / Self-Organizing Map / Image recognition / FPGA |
| Paper # | VLD2011-95,CPSY2011-58,RECONF2011-54 |
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| Conference Information | |
| Committee | RECONF |
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| Conference Date | 2012/1/18(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | 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 | Masahiro ARIIZUMI |
| 1st Author's Affiliation | The Graduate School of Engineering, Tokyo University of Agriculture and Technology() |
| 2nd Author's Name | Baku OGASAWARA |
| 2nd Author's Affiliation | The Graduate School of Engineering, Tokyo University of Agriculture and Technology |
| 3rd Author's Name | Hakaru TAMUKOH |
| 3rd Author's Affiliation | The Graduate School of Engineering, Tokyo University of Agriculture and Technology |
| 4th Author's Name | Masatoshi SEKINE |
| 4th Author's Affiliation | The Graduate School of Engineering, Tokyo University of Agriculture and Technology |
| Date | 2012-01-25 |
| Paper # | VLD2011-95,CPSY2011-58,RECONF2011-54 |
| Volume (vol) | vol.111 |
| Number (no) | 399 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |