Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
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 2011-02-18 13:00
Human motion recognition in crowded surveillance video sequences based on key-point trajectories
Masaki Takahashi, Mahito Fujii, Masahide Naemura (NHKSTRL), Shin'ichi Satoh (NII) PRMU2010-225
Abstract (in Japanese) (See Japanese page) 
(in English) There is a need for systems that can automatically detect specific human motions in a surveillance video. However, almost all of the human motion recognition techniques proposed so far are for detecting relatively large motions within simple video sequences. To alleviate this shortcoming, we propose a method that can detect specific small motions within crowd sequences of real surveillance video. Our motion recognition method is based on the bag-of-features approach, and key-point trajectories are used as its features. The method extracts a fixed-length feature descriptor from a key-point trajectory and uses it for event classification. In addition, feature weights are calculated for reducing the interference from noise trajectories in the background regions. We confirmed the effectiveness of our proposed method in experiments comparing it with other techniques and in the TRECVID Surveillance Event Detection task.
Keyword (in Japanese) (See Japanese page) 
(in English) Human behavior recognition / Surveillance / Bag-of-features / / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 414, PRMU2010-225, pp. 111-116, Feb. 2011.
Paper # PRMU2010-225 
Date of Issue 2011-02-10 (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 PRMU2010-225

Conference Information
Committee PRMU  
Conference Date 2011-02-17 - 2011-02-18 
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 2011-02-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Human motion recognition in crowded surveillance video sequences based on key-point trajectories 
Sub Title (in English)  
Keyword(1) Human behavior recognition  
Keyword(2) Surveillance  
Keyword(3) Bag-of-features  
Keyword(4)  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Masaki Takahashi  
1st Author's Affiliation NHK Science & Technology Research Laboratories (NHKSTRL)
2nd Author's Name Mahito Fujii  
2nd Author's Affiliation NHK Science & Technology Research Laboratories (NHKSTRL)
3rd Author's Name Masahide Naemura  
3rd Author's Affiliation NHK Science & Technology Research Laboratories (NHKSTRL)
4th Author's Name Shin'ichi Satoh  
4th Author's Affiliation National Institute of Infomatics (NII)
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 ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2011-02-18 13:00:00 
Presentation Time 30 minutes 
Registration for PRMU 
Paper # PRMU2010-225 
Volume (vol) vol.110 
Number (no) no.414 
Page pp.111-116 
#Pages 6 
Date of Issue 2011-02-10 (PRMU) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan