A new real time serial iterative algorithm to reconstruct an image with higher resolution from several low resolution pictures having slight displacement was proposed. By comparing with conventional algorithms, it greatly spares the computation memory for the similar reconstruction quality. Its convergence has been proved. Computer simulation shows that the results tally with the theoretical analysis. Finally this method was verified in a real system.