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Paper Abstract and Keywords
Presentation 2011-03-09 15:00
An Improvement of Convolutional net by using of SIFT algorithm
Yasuto Arakaki, Hayaru Shouno (UEC) NC2010-200
Abstract (in Japanese) (See Japanese page) 
(in English) Image recognition technology has been used in various fields. However, The recognition of the nonconstant
image such as handwriting image is still difficult. The solution to such problems seems to be referring to
the architecture of visual processing in biology such as Lowe’s model , Convolutional Net. Lowe constructed model
to combin the architecture of visual processing and template matching method. However, Lowe’s model include
random sampling.So, the recognition rate was not stable. This report purposed to obtain the constant recognition
rate. For this, We got in SIFT so that the randomness can be avoided in the system. We demonstrated recognition
rate by using The MNIST database of handwritten digits, draw a comparison between The Lowe’s model and The
improved model.
Keyword (in Japanese) (See Japanese page) 
(in English) Convolutional Net / SIFT / Image recognition / / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 461, NC2010-200, pp. 427-432, March 2011.
Paper # NC2010-200 
Date of Issue 2011-02-28 (NC) 
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 NC2010-200

Conference Information
Committee NC MBE  
Conference Date 2011-03-07 - 2011-03-09 
Place (in Japanese) (See Japanese page) 
Place (in English) Tamagawa University 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2011-03-NC-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Improvement of Convolutional net by using of SIFT algorithm 
Sub Title (in English)  
Keyword(1) Convolutional Net  
Keyword(2) SIFT  
Keyword(3) Image recognition  
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1st Author's Name Yasuto Arakaki  
1st Author's Affiliation The University of Electro-Communications (UEC)
2nd Author's Name Hayaru Shouno  
2nd Author's Affiliation The University of Electro-Communications (UEC)
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Speaker
Date Time 2011-03-09 15:00:00 
Presentation Time 25 
Registration for NC 
Paper # IEICE-NC2010-200 
Volume (vol) IEICE-110 
Number (no) no.461 
Page pp.427-432 
#Pages IEICE-6 
Date of Issue IEICE-NC-2011-02-28 


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