| Paper Abstract and Keywords |
| Presentation |
2012-02-09 13:30
Detection of Abnormal Situations Based on Comprehensive Behavioral Patterns Eri Kuzumoto, Tatsuya Gibo, Shigeki Aoki, Takao Miyamoto, Motoi Iwata, Akira Shiozaki (Osaka Prefecture Univ.) PRMU2011-195 SP2011-110 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Recently, automatic surveillance systems have become active area of research. There are two typical methods of research for automatic surveillance systems. They are the methods of giving model data of abnormal patterns and the methods of detecting rare patterns. The former methods can detect the patterns of given model data, but cannot define all abnormal patterns. The latter methods are not able to detect all abnormal patterns. In this paper, we propose a novel method of having the advantage of these methods. First, we extract behavioral patterns from images of a surveillance camera. Second, we classify the behavioral patterns and ``normal'' or ``abnormal'' information is given to each class. Finally, we recognize observed behavioral patterns based on the information. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Behavioral pattern recognition / Detection of abnormal situations / / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 111, no. 430, PRMU2011-195, pp. 53-58, Feb. 2012. |
| Paper # |
PRMU2011-195 |
| Date of Issue |
2012-02-02 (PRMU, SP) |
| 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 |
PRMU2011-195 SP2011-110 |
| Conference Information |
| Committee |
PRMU SP |
| Conference Date |
2012-02-09 - 2012-02-10 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
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| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
PRMU |
| Conference Code |
2012-02-PRMU-SP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Detection of Abnormal Situations Based on Comprehensive Behavioral Patterns |
| Sub Title (in English) |
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| Keyword(1) |
Behavioral pattern recognition |
| Keyword(2) |
Detection of abnormal situations |
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| 1st Author's Name |
Eri Kuzumoto |
| 1st Author's Affiliation |
Osaka Prefecture University (Osaka Prefecture Univ.) |
| 2nd Author's Name |
Tatsuya Gibo |
| 2nd Author's Affiliation |
Osaka Prefecture University (Osaka Prefecture Univ.) |
| 3rd Author's Name |
Shigeki Aoki |
| 3rd Author's Affiliation |
Osaka Prefecture University (Osaka Prefecture Univ.) |
| 4th Author's Name |
Takao Miyamoto |
| 4th Author's Affiliation |
Osaka Prefecture University (Osaka Prefecture Univ.) |
| 5th Author's Name |
Motoi Iwata |
| 5th Author's Affiliation |
Osaka Prefecture University (Osaka Prefecture Univ.) |
| 6th Author's Name |
Akira Shiozaki |
| 6th Author's Affiliation |
Osaka Prefecture University (Osaka Prefecture Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2012-02-09 13:30:00 |
| Presentation Time |
30 minutes |
| Registration for |
PRMU |
| Paper # |
PRMU2011-195, SP2011-110 |
| Volume (vol) |
vol.111 |
| Number (no) |
no.430(PRMU), no.431(SP) |
| Page |
pp.53-58 |
| #Pages |
6 |
| Date of Issue |
2012-02-02 (PRMU, SP) |