A real time aggressive human behaviour detection system in cage environment across multiple cameras. (11th September 2019)
- Record Type:
- Journal Article
- Title:
- A real time aggressive human behaviour detection system in cage environment across multiple cameras. (11th September 2019)
- Main Title:
- A real time aggressive human behaviour detection system in cage environment across multiple cameras
- Authors:
- Lau, Phooi Yee
Hon, Hock Woon
Kadim, Zulaikha
Liang, Kim Meng - Abstract:
- The monitoring of activities in the enclosed cage environments to detect abnormalities such as aggressive behaviour, employing a real-time video analysis technology, has become an emerging and challenging problem. Such system should be able: 1) to track individuals; 2) to identify their action; 3) to keep a record of how often the aggressive behaviour happened, at the scene. On top of that, the system should be implemented in real-time, whereby, the following limitations should be taken into consideration: 1) viewing angle (fish-eye); 2) low resolution; 3) number of people; 4) low lighting (normal); 5) number of cameras. This paper proposes to develop a vision-based system that is able to monitor aggressive activities of individuals in an enclosed cage environment using multiple cameras considering the above-mentioned conditions. Experimental results show that the proposed system is easily realised and achieved impressive real-time performance, even on low end computers.
- Is Part Of:
- International journal of computational vision and robotics. Volume 9:Number 5(2019)
- Journal:
- International journal of computational vision and robotics
- Issue:
- Volume 9:Number 5(2019)
- Issue Display:
- Volume 9, Issue 5 (2019)
- Year:
- 2019
- Volume:
- 9
- Issue:
- 5
- Issue Sort Value:
- 2019-0009-0005-0000
- Page Start:
- 486
- Page End:
- 501
- Publication Date:
- 2019-09-11
- Subjects:
- surveillance system -- behaviour monitoring -- perspective correction -- background subtraction -- real-time video processing
Computer vision -- Periodicals
Robotics -- Periodicals
Artificial intelligence -- Periodicals
006.3705 - Journal URLs:
- http://www.inderscience.com/jhome.php?jcode=ijcvr ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1752-9131
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 11313.xml