| Presentation | 2012-02-09 Detection of Abnormal Situations Based on Comprehensive Behavioral Patterns Eri KUZUMOTO, Tatsuya GIBO, Shigeki AOKI, Takao MIYAMOTO, Motoi IWATA, Akira SHIOZAKI, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Behavioral pattern recognition / Detection of abnormal situations |
| Paper # | PRMU2011-195,SP2011-110 |
| Date of Issue |
| Conference Information | |
| Committee | SP |
|---|---|
| Conference Date | 2012/2/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Speech (SP) |
|---|---|
| Language | JPN |
| 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) | |
| Keyword(1) | Behavioral pattern recognition |
| Keyword(2) | Detection of abnormal situations |
| 1st Author's Name | Eri KUZUMOTO |
| 1st Author's Affiliation | Graduate School of Engineering, Osaka Prefecture University() |
| 2nd Author's Name | Tatsuya GIBO |
| 2nd Author's Affiliation | Graduate School of Engineering, Osaka Prefecture University |
| 3rd Author's Name | Shigeki AOKI |
| 3rd Author's Affiliation | Faculty of Liberal Arts and Sciences, Osaka Prefecture University |
| 4th Author's Name | Takao MIYAMOTO |
| 4th Author's Affiliation | Faculty of Liberal Arts and Sciences, Osaka Prefecture University |
| 5th Author's Name | Motoi IWATA |
| 5th Author's Affiliation | Graduate School of Engineering, Osaka Prefecture University |
| 6th Author's Name | Akira SHIOZAKI |
| 6th Author's Affiliation | Graduate School of Engineering, Osaka Prefecture University |
| Date | 2012-02-09 |
| Paper # | PRMU2011-195,SP2011-110 |
| Volume (vol) | vol.111 |
| Number (no) | 431 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |