An improved algorithm for multi-polarization recon-struction from compact polarimetry (CP) is proposed. According to two fundamental assumptions in compact polarimetric reconstruc-tion, two improvements are proposed. Firstly, the four-component model-based decomposition algorithm is modified with a new vol-ume scattering model. The decomposed helix scattering compo-nent is then used to deal with the non-reflection symmetry con-dition in compact polarimetric measurements. Using the decom-posed power and considering the scattering mechanism of each component, an average relationship between co-polarized and cross-polarized channels is developed over the original polariza-tion state extrapolation model. E-SAR polarimetric data acquired over the Oberpfaffenhofen area and JPL/AIRSAR polarimetric data acquired over San Francisco are used for verification, and good re-construction results are obtained, demonstrating the effectiveness of the proposed algorithm.