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 2017-12-15 13:00
Action Recognition Using Dense Trajectories and Particle Filter
Shinnichirou Yoshioka, Mitsuji Muneyasu, Soh Yoshida (Kansai Univ.) SIS2017-53
Abstract (in Japanese) (See Japanese page) 
(in English) This paper proposes a new method for action recognition of a person using a pan-tilt-zoom camera. The proposed method combines the motion recognition by dense trajectories and the object tracking by particle filters for high-accurate motion recognition. The information obtained from the particle filters is used for reducing unnecessary trajectories and the results of the dense trajectories affect the generation of the particles in the particles filters for the robustness of the tracking. The combination of the dense trajectories and the particle filters can achieve a high-accurate motion recognition. The proposed method applied several motion sequences and the processing results show the effectiveness of the proposed method.
Keyword (in Japanese) (See Japanese page) 
(in English) action recognition / optical flow / dense trajectories / particle filter / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 349, SIS2017-53, pp. 113-118, Dec. 2017.
Paper # SIS2017-53 
Date of Issue 2017-12-07 (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 SIS2017-53

Conference Information
Committee SIS  
Conference Date 2017-12-14 - 2017-12-15 
Place (in Japanese) (See Japanese page) 
Place (in English) Tottori Prefectural Center for Lifelong Learning 
Topics (in Japanese) (See Japanese page) 
Topics (in English) System on Silicon, Short Range Wireless Systems, etc. 
Paper Information
Registration To SIS 
Conference Code 2017-12-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Action Recognition Using Dense Trajectories and Particle Filter 
Sub Title (in English)  
Keyword(1) action recognition  
Keyword(2) optical flow  
Keyword(3) dense trajectories  
Keyword(4) particle filter  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Shinnichirou Yoshioka  
1st Author's Affiliation Kansai University (Kansai Univ.)
2nd Author's Name Mitsuji Muneyasu  
2nd Author's Affiliation Kansai University (Kansai Univ.)
3rd Author's Name Soh Yoshida  
3rd Author's Affiliation Kansai University (Kansai 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 ()
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 2017-12-15 13:00:00 
Presentation Time 20 minutes 
Registration for SIS 
Paper # SIS2017-53 
Volume (vol) vol.117 
Number (no) no.349 
Page pp.113-118 
#Pages 6 
Date of Issue 2017-12-07 (SIS) 

[Return to Top Page]

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