In order to overcome particle impoverishment of the particle filter,this paper embeds the mutation operator into the resample step.After the mutation operator,the particles are more diversified and closer to the object′s real state.Then,mean shift algorithm is incorporated into the particle filter to get optimal object location and adjust the distribution of particles.The simulation results show that the proposed method can get more accurate estimation results and even when object motion is dras...