Paper Abstract and Keywords |
Presentation |
2010-03-15 16:25
Anomality detection in public space based on hierarchical nature of behaviors Hiromi Okamoto (Nara Women's Univ,/ATR), Shuichi Nishio (ATR), Noboru Babaguchi (Osaka Univ), Fujiki Morii (Nara Women's Univ), Norihiro Hagita (ATR) PRMU2009-263 HIP2009-148 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose a method for anomality detection in public space based on hierarchical nature of behaviors. Our method composes a three-layer classifier where each layer uses different features obtained from the trajectories. By combining the proposed method and our previous situation-based method, an overall detection rate of 93.2% was attained toward 2,670 trajectories observed in an actual train station. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
anomality detection / hierarchical / situation / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 109, no. 470, PRMU2009-263, pp. 175-180, March 2010. |
Paper # |
PRMU2009-263 |
Date of Issue |
2010-03-08 (PRMU, HIP) |
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 |
PRMU2009-263 HIP2009-148 |
Conference Information |
Committee |
PRMU HIP |
Conference Date |
2010-03-15 - 2010-03-16 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kagoshima Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
PRMU |
Conference Code |
2010-03-PRMU-HIP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Anomality detection in public space based on hierarchical nature of behaviors |
Sub Title (in English) |
|
Keyword(1) |
anomality detection |
Keyword(2) |
hierarchical |
Keyword(3) |
situation |
Keyword(4) |
|
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Hiromi Okamoto |
1st Author's Affiliation |
Nara Women's University/ATR (Nara Women's Univ,/ATR) |
2nd Author's Name |
Shuichi Nishio |
2nd Author's Affiliation |
ATR (ATR) |
3rd Author's Name |
Noboru Babaguchi |
3rd Author's Affiliation |
Osaka University (Osaka Univ) |
4th Author's Name |
Fujiki Morii |
4th Author's Affiliation |
Nara Women's Unuiversity (Nara Women's Univ) |
5th Author's Name |
Norihiro Hagita |
5th Author's Affiliation |
ATR (ATR) |
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 |
2010-03-15 16:25:00 |
Presentation Time |
25 minutes |
Registration for |
PRMU |
Paper # |
PRMU2009-263, HIP2009-148 |
Volume (vol) |
vol.109 |
Number (no) |
no.470(PRMU), no.471(HIP) |
Page |
pp.175-180 |
#Pages |
6 |
Date of Issue |
2010-03-08 (PRMU, HIP) |
|