A new algorithm for the reconstruction of tomographic images from fewer views by a maximum entropy approach is presented. The numerical simulation studies the effect of reconstruction on the different field distribution functions and the stability against noise. The results show that this algorithm has fairly high accuracy and good stability against noise.