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Paper Abstract and Keywords
Presentation 2011-09-06 11:00
Object detection based on Multiple Instance LVQ
Toshinori Hosoi, Hiroyoshi Miyano, Eiki Ishidera (NEC Infomatec Systems) PRMU2011-74 IBISML2011-33
Abstract (in Japanese) (See Japanese page) 
(in English) This report presents a classifier's training method "Multiple Instance LVQ" which can be trained by roughly labeled data. Tough ``Multiple Instance Learnig'' can update an existing classifier's dictionary from roughly positioned label without making a large amount of accurate data, it takes an awful long time to train the classifier by existing methods. We propose a training method based on LVQ which can train it fast. Experimental results reveal that our method can improve object classification and detection performance , and it's processing time of learning is suitable for practical use.
Keyword (in Japanese) (See Japanese page) 
(in English) Multiple Instance Learning / LVQ / Object detection / / / / /  
Reference Info. IEICE Tech. Rep., vol. 111, no. 193, PRMU2011-74, pp. 145-150, Sept. 2011.
Paper # PRMU2011-74 
Date of Issue 2011-08-29 (PRMU, IBISML) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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 PRMU2011-74 IBISML2011-33

Conference Information
Conference Date 2011-09-05 - 2011-09-06 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To PRMU 
Conference Code 2011-09-PRMU-IBISML-CVIM 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Object detection based on Multiple Instance LVQ 
Sub Title (in English)  
Keyword(1) Multiple Instance Learning  
Keyword(2) LVQ  
Keyword(3) Object detection  
1st Author's Name Toshinori Hosoi  
1st Author's Affiliation NEC Infomatec Systems, Ltd. (NEC Infomatec Systems)
2nd Author's Name Hiroyoshi Miyano  
2nd Author's Affiliation NEC Infomatec Systems, Ltd. (NEC Infomatec Systems)
3rd Author's Name Eiki Ishidera  
3rd Author's Affiliation NEC Infomatec Systems, Ltd. (NEC Infomatec Systems)
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Date Time 2011-09-06 11:00:00 
Presentation Time 30 
Registration for PRMU 
Paper # IEICE-PRMU2011-74,IEICE-IBISML2011-33 
Volume (vol) IEICE-111 
Number (no) no.193(PRMU), no.194(IBISML) 
Page pp.145-150 
#Pages IEICE-6 
Date of Issue IEICE-PRMU-2011-08-29,IEICE-IBISML-2011-08-29 

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