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Paper Abstract and Keywords
Presentation 2010-05-13 13:55
[Special Talk] Coding HoG in 40 Minutes
Toshihiko Yamasaki (Univ. Tokyo) IE2010-20 PRMU2010-8 MI2010-8
Abstract (in Japanese) (See Japanese page) 
(in English) Histogram of Oriented Gradients (HoG) is one of the most popular algorithms for first person vision, namely, detecting important objects or recognizing the scene in the image/video in real time. In the HoG algorithm, the magnitude and the orientation of the gradients in the input are calculated to form a histogram, which is used as a feature vector. The HoG algorithm has some advantages such as simplicity in implementation and high recognition/detection performance. In this paper, a rough idea of the HoG algorithm is introduced so that the readers can implement its essence within 40 minutes and within 100 lines. In addition, the HoG algorithm is applied to human/non-human recognition.
Keyword (in Japanese) (See Japanese page) 
(in English) Histogram of Oriented Gradients / HoG / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 26, IE2010-20, pp. 39-43, May 2010.
Paper # IE2010-20 
Date of Issue 2010-05-06 (IE, PRMU, MI) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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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 IE2010-20 PRMU2010-8 MI2010-8

Conference Information
Committee PRMU IE MI  
Conference Date 2010-05-13 - 2010-05-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Chubu Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To IE 
Conference Code 2010-05-PRMU-IE-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Coding HoG in 40 Minutes 
Sub Title (in English)  
Keyword(1) Histogram of Oriented Gradients  
Keyword(2) HoG  
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1st Author's Name Toshihiko Yamasaki  
1st Author's Affiliation The University of Tokyo (Univ. Tokyo)
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Speaker Author-1 
Date Time 2010-05-13 13:55:00 
Presentation Time 40 minutes 
Registration for IE 
Paper # IE2010-20, PRMU2010-8, MI2010-8 
Volume (vol) vol.110 
Number (no) no.26(IE), no.27(PRMU), no.28(MI) 
Page pp.39-43 
#Pages
Date of Issue 2010-05-06 (IE, PRMU, MI) 


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