Development of a flexible video analysis system for motion detection and alarm generation

A. A. Shafie, M. H. Ali, Fadhlan Hafiz, Roslizar M. Ali

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

This paper aims at developing a flexible video analysis system that can be used in wide range of video surveillance applications as well as to detect the human being. The developed system is called here as Smart Video Analysis System. This SVAS is able to detect and track interested objects. It can also detect people and recognize their activities in an application environment, such as in a room, supermarket, car, or security checkpoint. Designing a real-time video analysis system is a complex task, as many factors including processing speed, system cost, accuracy, and robustness, need to be carefully balanced. This research has focused these factors at two levels, algorithm level and software level. Background elimination algorithm is proposed in this paper to enhance the performance of Smart Camera systems in changing background and varying lighting condition environment. Finally, the software implementation of the Smart Camera Analysis Systems is applied to detect motion and then to trigger alarm for the security purposes. The system will trigger alarm once the motion is detected and when it exceeds the desire threshold value.

Original languageEnglish
Title of host publicationInternational Conference on Computer and Communication Engineering, ICCCE'10
DOIs
Publication statusPublished - 2010
Externally publishedYes
EventInternational Conference on Computer and Communication Engineering, ICCCE'10 - Kuala Lumpur, Malaysia
Duration: May 11 2010May 12 2010

Other

OtherInternational Conference on Computer and Communication Engineering, ICCCE'10
CountryMalaysia
CityKuala Lumpur
Period5/11/105/12/10

Fingerprint

Cameras
Railroad cars
Lighting
Processing
Costs

Keywords

  • Alarm generation
  • Flexible
  • Human gesture
  • Motion detection
  • Smart camera
  • Video analysis

ASJC Scopus subject areas

  • Computer Networks and Communications

Cite this

Shafie, A. A., Ali, M. H., Hafiz, F., & Ali, R. M. (2010). Development of a flexible video analysis system for motion detection and alarm generation. In International Conference on Computer and Communication Engineering, ICCCE'10 [5556768] https://doi.org/10.1109/ICCCE.2010.5556768

Development of a flexible video analysis system for motion detection and alarm generation. / Shafie, A. A.; Ali, M. H.; Hafiz, Fadhlan; Ali, Roslizar M.

International Conference on Computer and Communication Engineering, ICCCE'10. 2010. 5556768.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Shafie, AA, Ali, MH, Hafiz, F & Ali, RM 2010, Development of a flexible video analysis system for motion detection and alarm generation. in International Conference on Computer and Communication Engineering, ICCCE'10., 5556768, International Conference on Computer and Communication Engineering, ICCCE'10, Kuala Lumpur, Malaysia, 5/11/10. https://doi.org/10.1109/ICCCE.2010.5556768
Shafie AA, Ali MH, Hafiz F, Ali RM. Development of a flexible video analysis system for motion detection and alarm generation. In International Conference on Computer and Communication Engineering, ICCCE'10. 2010. 5556768 https://doi.org/10.1109/ICCCE.2010.5556768
Shafie, A. A. ; Ali, M. H. ; Hafiz, Fadhlan ; Ali, Roslizar M. / Development of a flexible video analysis system for motion detection and alarm generation. International Conference on Computer and Communication Engineering, ICCCE'10. 2010.
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