A Vehicle Detection Algorithm Based on Three-Frame Differencing and Background Subtraction

Abstract

A vehicle detection algorithm based on three-frame differencing and background subtraction is presented in this paper. Firstly, improved GMM is for background subtraction, then the moving object region is gained using background subtraction, and then the background subtraction is combined with three-frame differencing to detect the motion information. The simulation results show that the proposed algorithm runs veraciously and can lower the false detection rate, and fits for real time detection.