In research of image sequence analysis by using successive two image plane and two steps method one can not obtain accurate motion parameters.In this paper we use arbitrary of image frames and iterative extended Kalman filter approach to estimate object motion parameters.Simulated results show that recursive algorithm is convergent and result data are effective on condition that initial values are suitable.