Motion detection surveillance system for human head
Joint Authors
Shuja, Muhammad Ibrahim
Baha al-Din, Ahmad
Source
Journal of Babylon University : Journal of Applied and Pure Sciences
Issue
Vol. 24, Issue 7 (31 Dec. 2016), pp.1736-1744, 9 p.
Publisher
Publication Date
2016-12-31
Country of Publication
Iraq
No. of Pages
9
Main Subjects
Engineering & Technology Sciences (Multidisciplinary)
Abstract EN
Motion detection for human head and its coordinates is one of the important areas with multiple applications at the present time, such as control of devices for people with disabilities and other modern control devices estimation model to detect human head and follow up coordinates.
This system uses frame subtracting to detect motion with development the background frame is to eliminate the problem of wrong alarm for motion when the background frame still without change.
Gaussian smoothing filter also has been used to reduce noise caused by bad illumination or web camera low quality, so there is no need for kalman filter, then using Laplacian filter which is dependent on second derivation in order to detect edges of the frames(background and current) , at last detecting the human head using the sum of gradient magnitude around the perimeter of ellipses equation.
The system has been tested on several samples indoor and out door , two of these samples for females it head hooded (with Islamic hijab) and the results were very good in detecting heads and tracking their coordinates.
The system has been built using visual C# which is considered faster than interpreted MATLAB that have been used in other researches in the same area.
American Psychological Association (APA)
Shuja, Muhammad Ibrahim& Baha al-Din, Ahmad. 2016. Motion detection surveillance system for human head. Journal of Babylon University : Journal of Applied and Pure Sciences،Vol. 24, no. 7, pp.1736-1744.
https://search.emarefa.net/detail/BIM-1315116
Modern Language Association (MLA)
Shuja, Muhammad Ibrahim& Baha al-Din, Ahmad. Motion detection surveillance system for human head. Journal of Babylon University : Journal of Applied and Pure Sciences Vol. 24, no. 7 (2016), pp.1736-1744.
https://search.emarefa.net/detail/BIM-1315116
American Medical Association (AMA)
Shuja, Muhammad Ibrahim& Baha al-Din, Ahmad. Motion detection surveillance system for human head. Journal of Babylon University : Journal of Applied and Pure Sciences. 2016. Vol. 24, no. 7, pp.1736-1744.
https://search.emarefa.net/detail/BIM-1315116
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 1744
Record ID
BIM-1315116