Reconstruction of Inner Structures Based on Radon Transform and HOSVD

In the paper the authors proposed a HOSVD based approach to enhance the reconstruction of inner structures based on projections from different angles which is strongly related to the well known Radon transform. It is shown that in case of less number of projections the HOSVD based approximation applied in the projection space can significantly enhance the output obtained by the inverse Radon transform.