Background Modeling using PID Control
Hyungjun Kim · Advanced science and technology letters · 2015
Methods for common background modeling and detection have been advanced based on the assumption that the extracts and scenes are at a stagnant state with a slight movement. This research delivers an algorithm based on the Proportional-Integral-Derivative (PID) controller to efficiently process an accurate detection of a real-time mobile object. In comparison, unlike the usual methods, the outcomes derived from experiments based on PID demonstrated that the suggested method acclimates swiftly to the changes of the dynamic background. This method was effective and successful in accomplishing precisely detecting mobile objects and suppressing lot of the false detections possibly produced by the dynamic changes in the background.