For un-calibrated parallel cameras

a new algorithm using affine transformation is proposed in this paper.This algorithm uses Harris operator to obtain corners

and determines corresponding image points with characteristic tracking method

and segments affine transform theory

and then constructs the affine matrix to make disparity block estimation.It has been proved that the algorithm can improve the result of the original motion estimation.