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Paper Abstract and Keywords
Presentation 2017-03-20 10:25
Crowd analysis using graph cut with time series
Shunya Ueta (Univ. of Tsukuba), Masaki Onishi (AIST), Tetsuya Sakurai (Univ. of Tsukuba) BioX2016-38 PRMU2016-201
Abstract (in Japanese) (See Japanese page) 
(in English) In the field of crowd movie analysis, proposed method which use surveillance camera for crowd behavior analysis in many people meet as a station, intersections or Commercial events.
In this work, We propose a crowd analysis using graph cut with time series.
Our proposed method use gKLT to track a feature points of crowds and construct a weighted undirected graph by feature.
Proposed method estimates a number of clusters by when cut edge of constructed graph that use a time series.
We evaluate a proposed method with dataset of synthetic data and real data and confirmed its effectiveness.
Keyword (in Japanese) (See Japanese page) 
(in English) Crowd Analysis / Time Series / Graph Cut / Spectral Clustering / KLT / Number of Cluster Estimation / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 528, PRMU2016-201, pp. 29-34, March 2017.
Paper # PRMU2016-201 
Date of Issue 2017-03-13 (BioX, PRMU) 
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 BioX2016-38 PRMU2016-201

Conference Information
Committee PRMU BioX  
Conference Date 2017-03-20 - 2017-03-21 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2017-03-PRMU-BioX 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Crowd analysis using graph cut with time series 
Sub Title (in English)  
Keyword(1) Crowd Analysis  
Keyword(2) Time Series  
Keyword(3) Graph Cut  
Keyword(4) Spectral Clustering  
Keyword(5) KLT  
Keyword(6) Number of Cluster Estimation  
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Keyword(8)  
1st Author's Name Shunya Ueta  
1st Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
2nd Author's Name Masaki Onishi  
2nd Author's Affiliation Advanced Industrial Science and Technology (AIST)
3rd Author's Name Tetsuya Sakurai  
3rd Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
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Speaker
Date Time 2017-03-20 10:25:00 
Presentation Time 25 
Registration for PRMU 
Paper # IEICE-BioX2016-38,IEICE-PRMU2016-201 
Volume (vol) IEICE-116 
Number (no) no.527(BioX), no.528(PRMU) 
Page pp.29-34 
#Pages IEICE-6 
Date of Issue IEICE-BioX-2017-03-13,IEICE-PRMU-2017-03-13 


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