| Presentation | 2014/1/21 An Image Recognition System with Multi-Resolutional Feature Learning on the 3D FPGA-Array "Vocalise" Baku OGASAWARA, Satoru YOKOTA, Jiang LI, Yusuke ATSUMARI, Hiromasa KUBO, 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" with multi-resolutional feature learning function. The feature learning function is combined Self-Organizing Map (SOM) with multi-resolution analysis. We also develop a HPC system constituted by connecting FPGA cards in the shape of a three-dimensional array. We call the HPC system "Vocalise" (Virtual Object by Configurable Array of Little Scalable Engine). In this paper, we describe how to implement the image recognition system in Vocalise. In addition, we show an effectiveness of using Vocalise from the implementation result. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Multi-Resolution Analysis / Self-Organizing Map / Image Recognition / 3D FPGA Array / Vocalise |
| Paper # | VLD2013-116,VLD2013-116,RECONF2013-70 |
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| Conference Information | |
| Committee | VLD |
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| Conference Date | 2014/1/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | VLSI Design Technologies (VLD) |
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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 Multi-Resolutional Feature Learning on the 3D FPGA-Array "Vocalise" |
| Sub Title (in English) | |
| Keyword(1) | Multi-Resolution Analysis |
| Keyword(2) | Self-Organizing Map |
| Keyword(3) | Image Recognition |
| Keyword(4) | 3D FPGA Array |
| Keyword(5) | Vocalise |
| 1st Author's Name | Baku OGASAWARA |
| 1st Author's Affiliation | The Graduate School of Engineering, Tokyo University of Agriculture and Technology() |
| 2nd Author's Name | Satoru YOKOTA |
| 2nd Author's Affiliation | The Graduate School of Engineering, Tokyo University of Agriculture and Technology |
| 3rd Author's Name | Jiang LI |
| 3rd Author's Affiliation | The Graduate School of Engineering, Tokyo University of Agriculture and Technology |
| 4th Author's Name | Yusuke ATSUMARI |
| 4th Author's Affiliation | The Graduate School of Engineering, Tokyo University of Agriculture and Technology |
| 5th Author's Name | Hiromasa KUBO |
| 5th Author's Affiliation | The Graduate School of Engineering, Tokyo University of Agriculture and Technology |
| 6th Author's Name | Masatoshi SEKINE |
| 6th Author's Affiliation | The Graduate School of Engineering, Tokyo University of Agriculture and Technology |
| Date | 2014/1/21 |
| Paper # | VLD2013-116,VLD2013-116,RECONF2013-70 |
| Volume (vol) | vol.113 |
| Number (no) | 416 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |