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Paper Abstract and Keywords
Presentation 2017-06-01 14:40
Feasibility Study of a Simple Scheme for Multi-Target Object Tracking
Hiro Yokokawa, Takuro Oki, Ryusuke Miyamoto (Meiji Univ.) SIS2017-8
Abstract (in Japanese) (See Japanese page) 
(in English) Multiple object tracking is one of the most challenging problems in the field of the image recognition. This paper proposes a simple tracking scheme that uses only estimated locations generated from 2 frames just before the current frame and detection results obtained at every frame. The tracking accuracy of the proposed scheme was compared with KCF, MedianFlow, MIL, Boosting, and TLD that are implemented in the OpenCV library using a 3DCG-based dataset.
In the experiment, seven kinds of metrics that are used in MOT challenge benchmark were adopted. The experimental results showed that our scheme shows the best accuracies in these metrics except for ID switches.
Keyword (in Japanese) (See Japanese page) 
(in English) multiple object tracking / human tracking / object detection / / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 70, SIS2017-8, pp. 41-46, June 2017.
Paper # SIS2017-8 
Date of Issue 2017-05-25 (SIS) 
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 SIS2017-8

Conference Information
Committee SIS  
Conference Date 2017-06-01 - 2017-06-02 
Place (in Japanese) (See Japanese page) 
Place (in English) Housen-Sou (Beppu) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Smart Personal Systems, etc. 
Paper Information
Registration To SIS 
Conference Code 2017-06-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Feasibility Study of a Simple Scheme for Multi-Target Object Tracking 
Sub Title (in English)  
Keyword(1) multiple object tracking  
Keyword(2) human tracking  
Keyword(3) object detection  
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1st Author's Name Hiro Yokokawa  
1st Author's Affiliation Meiji University (Meiji Univ.)
2nd Author's Name Takuro Oki  
2nd Author's Affiliation Meiji University (Meiji Univ.)
3rd Author's Name Ryusuke Miyamoto  
3rd Author's Affiliation Meiji University (Meiji Univ.)
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Speaker Author-1 
Date Time 2017-06-01 14:40:00 
Presentation Time 20 minutes 
Registration for SIS 
Paper # SIS2017-8 
Volume (vol) vol.117 
Number (no) no.70 
Page pp.41-46 
#Pages 6 
Date of Issue 2017-05-25 (SIS) 

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