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 |
6 |
Date of Issue |
2015-02-12 (PRMU, CNR) |
|