Hybrid System of Motion Tracking Using Background Subracton and Frame Difference for Real Time and Recorded Videos
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2016, Vol 4, Issue 4
Abstract
In today’s competitive generation, the security concerns have grown rapidly. The latest technology used for security concerns is motion detection system. Motion detection is broadly used in many computer vision tasks like pose estimation, human tracking, and human in danger and face recognition. It is a basic part for many computer vision tasks. By using these technologies, it is possible to monitor and capture every motion by inch and second of the area of interest. As motion detection system is real time and it is implemented widely, system is used to detect any motion in a real time video and once motion has been detected in the real time. We have even provided the provision of human identification using recorded video. Both the methods employed to detect the motion are background subtraction method and frame difference method. The proposed method makes background image using previous consecutive frames. This method detects the motion via a standard webcam in real-time YUY2_640x480 resolution. Experimental results showed that the proposed method is more robust in nature as it can avoid the noise in motion detection due to camera flicker and useful to reduce the number of false positive alarms. We additionally use the variant of MATLAB i.e. SIMULINK. It is efficient enough to track the human with its boundary condition.
Authors and Affiliations
Ms. D. Nagamani Abirami, Ms. L Mathumathi, Ms. E. Neelavathy, Ms. P. Swath
Keywords
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