Multi-layer foreground detection based on photometric invariant color
Han Jianping · Journal of Mechanical & Electrical Engineering · 2010
In order to adapt to complex background better,a photometric invariant color based multi-layer foreground detection method was proposed.Firstly,a photometric invariant color model was proposed to solve the color change problem caused by illumination(such as shadow inhibition).Secondly,a dynamic background model was constructed using a layer based method of background modeling;Thirdly,an effective weight update method was used to solve the false object problem caused by the moving of the stationary objects in the background.Experiments results show that,the foreground detection method is able to adapt complex of the environment such as inhibition illuminaition changes,background movement,and it is able to effectively deal with the false object problem.