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Paper Abstract and Keywords
Presentation 2011-12-16 14:45
Example-based Generic Object Detection Using Similar-Image Search
Yuki Watanabe, Hiroto Nagayoshi, Atsushi Hiroike (Hitachi Ltd.) PRMU2011-142
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we propose an object detection method using similar-image search, which can be applied to various categories of object. For each object candidate, our method find a nearest neighbor example from database, and evaluate it by similarity. To reduce the cost of nearest neighbor search, we use coarse-to-fine approach, and fast vector search method of similar-image search engine. By adding a small set of examples, our method can detect a wide variety of objects in a practical time.
Keyword (in Japanese) (See Japanese page) 
(in English) object detection / nearest neighbor search / similar-image search / local edge-pattern features / / / /  
Reference Info. IEICE Tech. Rep., vol. 111, no. 353, PRMU2011-142, pp. 101-106, Dec. 2011.
Paper # PRMU2011-142 
Date of Issue 2011-12-08 (PRMU) 
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 PRMU2011-142

Conference Information
Committee PRMU FM  
Conference Date 2011-12-15 - 2011-12-16 
Place (in Japanese) (See Japanese page) 
Place (in English) Hamamatsu Campus, Shizuoka Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2011-12-PRMU-FM 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Example-based Generic Object Detection Using Similar-Image Search 
Sub Title (in English)  
Keyword(1) object detection  
Keyword(2) nearest neighbor search  
Keyword(3) similar-image search  
Keyword(4) local edge-pattern features  
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1st Author's Name Yuki Watanabe  
1st Author's Affiliation Central Research Laboratory, Hitachi Ltd. (Hitachi Ltd.)
2nd Author's Name Hiroto Nagayoshi  
2nd Author's Affiliation Central Research Laboratory, Hitachi Ltd. (Hitachi Ltd.)
3rd Author's Name Atsushi Hiroike  
3rd Author's Affiliation Central Research Laboratory, Hitachi Ltd. (Hitachi Ltd.)
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Speaker Author-1 
Date Time 2011-12-16 14:45:00 
Presentation Time 30 minutes 
Registration for PRMU 
Paper # PRMU2011-142 
Volume (vol) vol.111 
Number (no) no.353 
Page pp.101-106 
#Pages 6 
Date of Issue 2011-12-08 (PRMU) 

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