IEICE Technical Committee Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2015-02-20 16:00
Detection of irregular behavior patterns based on comprehensive movement of people
Kizuku Nishimura, Shigeki Aoki, Takao Miyamoto (Osaka Prefecture Univ.) PRMU2014-156 CNR2014-71
Abstract (in Japanese) (See Japanese page) 
(in English) Automatic video surveillance systems have recently become an active area of research.Typical methods of research can be divided into two categories: approaches that provide model data for irregular behavior, and approaches that detect rare behavior.However, since these methods use specific features to each environment, the behavior patterns must be relearned when the number of surveillance cameras is increased or their position is changed a little.In this paper, we propose a novel method using approaches that detect rare behavior.First, we extract behavior patterns from a surveillance camera video.Second, we learn those by classifying them.Finally, when a new movement observed, we identify whether it is ``normal" or ``irregular" by referring it to the defined clusters.Since our method uses common features in some environments, the existing problem of relearning is resolved.
Keyword (in Japanese) (See Japanese page) 
(in English) Behavior pattern recognition / Detection of irregular situations / Comprehensive movements / Automatic video surveillance / / / /  
Reference Info. IEICE Tech. Rep., vol. 114, no. 454, PRMU2014-156, pp. 221-226, Feb. 2015.
Paper # PRMU2014-156 
Date of Issue 2015-02-12 (PRMU, CNR) 
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 PRMU2014-156 CNR2014-71

Conference Information
Committee PRMU CNR  
Conference Date 2015-02-19 - 2015-02-20 
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 2015-02-PRMU-CNR 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Detection of irregular behavior patterns based on comprehensive movement of people 
Sub Title (in English)  
Keyword(1) Behavior pattern recognition  
Keyword(2) Detection of irregular situations  
Keyword(3) Comprehensive movements  
Keyword(4) Automatic video surveillance  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Kizuku Nishimura  
1st Author's Affiliation Osaka Prefecture University (Osaka Prefecture Univ.)
2nd Author's Name Shigeki Aoki  
2nd Author's Affiliation Osaka Prefecture University (Osaka Prefecture Univ.)
3rd Author's Name Takao Miyamoto  
3rd Author's Affiliation Osaka Prefecture University (Osaka Prefecture Univ.)
4th Author's Name  
4th Author's Affiliation ()
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
Speaker Author-1 
Date Time 2015-02-20 16:00:00 
Presentation Time 30 minutes 
Registration for PRMU 
Paper # PRMU2014-156, CNR2014-71 
Volume (vol) vol.114 
Number (no) no.454(PRMU), no.455(CNR) 
Page pp.221-226 
#Pages
Date of Issue 2015-02-12 (PRMU, CNR) 


[Return to Top Page]

[Return to IEICE Web Page]


The Institute of Electronics, Information and Communication Engineers (IEICE), Japan