In this paper

we definite the conception

local density of particles in Euclidean Space

firstly.Then

take the scores of particles with the conception

and give four different cases to analysis the following procedure of particles re-sampling and model updating

and a novel particle filtering tracking method is proposed.Finally

experimental results show the efficiency and robustness of the proposed method.