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| Presentation | 2014-01-28 16:55 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 (TUAT)  VLD2013-116 CPSY2013-87 RECONF2013-70 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (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 Confi gurable 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) |
| (in English) | Multi-Resolution Analysis / Self-Organizing Map / Image Recognition / 3D FPGA Array / Vocalise / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 418, RECONF2013-70, pp. 85-90, Jan. 2014. | |
| Paper # | RECONF2013-70 | |
| Date of Issue | 2014-01-21 (VLD, CPSY, RECONF) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | VLD2013-116 CPSY2013-87 RECONF2013-70 |
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| Conference Information | |
| Committee | IPSJ-SLDM CPSY RECONF VLD |
| Conference Date | 2014-01-28 - 2014-01-29 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hiyoshi Campus, Keio University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | FPGA Applications, etc |
| Paper Information | |
| Registration To | RECONF |
| Conference Code | 2014-01-SLDM-CPSY-RECONF-VLD |
| Language | Japanese |
| 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 |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Baku Ogasawara |
| 1st Author's Affiliation | Tokyo University of Agriculture and Technology (TUAT) |
| 2nd Author's Name | Satoru Yokota |
| 2nd Author's Affiliation | Tokyo University of Agriculture and Technology (TUAT) |
| 3rd Author's Name | Jiang Li |
| 3rd Author's Affiliation | Tokyo University of Agriculture and Technology (TUAT) |
| 4th Author's Name | Yusuke Atsumari |
| 4th Author's Affiliation | Tokyo University of Agriculture and Technology (TUAT) |
| 5th Author's Name | Hiromasa Kubo |
| 5th Author's Affiliation | Tokyo University of Agriculture and Technology (TUAT) |
| 6th Author's Name | Masatoshi Sekine |
| 6th Author's Affiliation | Tokyo University of Agriculture and Technology (TUAT) |
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| Speaker | Author-1 |
| Date Time | 2014-01-28 16:55:00 |
| Presentation Time | 25 minutes |
| Registration for | RECONF |
| Paper # | VLD2013-116, CPSY2013-87, RECONF2013-70 |
| Volume (vol) | vol.113 |
| Number (no) | no.416(VLD), no.417(CPSY), no.418(RECONF) |
| Page | pp.85-90 |
| #Pages | 6 |
| Date of Issue | 2014-01-21 (VLD, CPSY, RECONF) |
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