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Paper Abstract and Keywords
Presentation 2009-03-13 11:35
[Special Talk] none
Hironobu Fujiyoshi (Chubu Univ.) PRMU2008-247
Abstract (in Japanese) (See Japanese page) 
(in English) This paper presents a method for detecting objects in a video using a Joint feature,
which represents co-occurrence between multiple HOG features.
Joint features represent the co-occurrence of the HOG features of two cells combined by the first-stage Real AdaBoost.
Next, the generated Joint features are input to the second-stage Real AdaBoost, which constructs the final classifier.
In this way, it is possible to capture shape symmetry and edge continuity, which single HOG features cannot do, so highly accurate detection is possible.
We report experiments involving the detection of humans and vehicles performed to test the effectiveness of the proposed method.
Furthermore, we also describe effectiveness of multi-resolution HOG representation,
co-occurrence of spatio-temporal features, and co-occurrence of depth information obtained by a TOF(Time of Flight) camera.
Keyword (in Japanese) (See Japanese page) 
(in English) Object detection / Joint feature / Co-occurrence / Boosting / / / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 484, PRMU2008-247, pp. 43-54, March 2009.
Paper # PRMU2008-247 
Date of Issue 2009-03-06 (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 PRMU2008-247

Conference Information
Committee PRMU  
Conference Date 2009-03-13 - 2009-03-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Tohoku Institute of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2009-03-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) none 
Sub Title (in English)  
Keyword(1) Object detection  
Keyword(2) Joint feature  
Keyword(3) Co-occurrence  
Keyword(4) Boosting  
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1st Author's Name Hironobu Fujiyoshi  
1st Author's Affiliation Chubu University (Chubu Univ.)
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Speaker Author-1 
Date Time 2009-03-13 11:35:00 
Presentation Time 50 minutes 
Registration for PRMU 
Paper # PRMU2008-247 
Volume (vol) vol.108 
Number (no) no.484 
Page pp.43-54 
#Pages 12 
Date of Issue 2009-03-06 (PRMU) 

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