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Paper Abstract and Keywords
Presentation 2015-07-18 13:00
An Integrated model of two processes in 3-D object recogniti
Masaki Uchida (Kyoto Univ.), Nobuhiko Asakura, Toshio Inui (Otemon Gakuin Univ.) NC2015-15
Abstract (in Japanese) (See Japanese page) 
(in English) Previous studies have identified two processes for view-invariant 3-D object recognition. One is a view-based process based on 2-D image features of an object from a particular viewpoint, and the other is a structural-description process using 3-D structural information. In this study, we model the mechanism of 3-D object recognition as an integrated model of those two processes and propose a neural network based on the Generalized Radial Basis Function (GRBF) network. We demonstrate that our model is capable of recognizing rotating objects with a recognition accuracy that is consistent with human performance in the recognition experiment using paper-clip objects reported previously.
Keyword (in Japanese) (See Japanese page) 
(in English) Object recognition / Mental rotation / GRBF neural network / / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 148, NC2015-15, pp. 19-24, July 2015.
Paper # NC2015-15 
Date of Issue 2015-07-11 (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 NC2015-15

Conference Information
Committee MBE NC  
Conference Date 2015-07-18 - 2015-07-18 
Place (in Japanese) (See Japanese page) 
Place (in English) The University of Tokushima 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Me, general 
Paper Information
Registration To NC 
Conference Code 2015-07-MBE-NC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Integrated model of two processes in 3-D object recogniti 
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Keyword(1) Object recognition  
Keyword(2) Mental rotation  
Keyword(3) GRBF neural network  
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1st Author's Name Masaki Uchida  
1st Author's Affiliation Kyoto University (Kyoto Univ.)
2nd Author's Name Nobuhiko Asakura  
2nd Author's Affiliation Otemon Gakuin University (Otemon Gakuin Univ.)
3rd Author's Name Toshio Inui  
3rd Author's Affiliation Otemon Gakuin University (Otemon Gakuin Univ.)
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Speaker Author-1 
Date Time 2015-07-18 13:00:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2015-15 
Volume (vol) vol.115 
Number (no) no.148 
Page pp.19-24 
#Pages 6 
Date of Issue 2015-07-11 (NC) 

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