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Paper Abstract and Keywords
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
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
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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

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  
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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
Date Time 2014-01-28 16:55:00 
Presentation Time 25 
Registration for RECONF 
Paper # IEICE-VLD2013-116,IEICE-CPSY2013-87,IEICE-RECONF2013-70 
Volume (vol) IEICE-113 
Number (no) no.416(VLD), no.417(CPSY), no.418(RECONF) 
Page pp.85-90 
#Pages IEICE-6 
Date of Issue IEICE-VLD-2014-01-21,IEICE-CPSY-2014-01-21,IEICE-RECONF-2014-01-21 


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