Title :
Robust object detection on video surveillance
Author :
Chaiyawatana, Nuttapong ; Uyyanonvara, Bunyarit ; Kondo, Toshiaki ; Dubey, Premnath ; Hatori, Yoshinori
Author_Institution :
Sirindhorn Int. Inst. of Technol., Thammasat Univ., Pathumthani, Thailand
Abstract :
The process of the alternative functioning of the surveillance system has been discussed in this paper along with software implementation at a low cost. A frame subtraction technique has been applied, which projects a moving object in consideration to be in current view, while subtraction of the current and the previous frame image reaches a certain threshold. Auto detect system has been suggested to detect vehicles to consider its performance. Information is processed from the surveillance camera where data will be analyzed and sent to the central processing unit.
Keywords :
image sensors; object detection; road accidents; road traffic; traffic engineering computing; video surveillance; auto detect system; central processing unit; frame subtraction technique; robust object detection; surveillance camera; traffic accidents; traffic congestion; vehicle detection; video surveillance system; Noise reduction; Object detection; surveillance system;
Conference_Titel :
Computer Science and Software Engineering (JCSSE), 2011 Eighth International Joint Conference on
Conference_Location :
Nakhon Pathom
Print_ISBN :
978-1-4577-0686-8
DOI :
10.1109/JCSSE.2011.5930111
