This paper presents a new image registration method based on minimal probability distance and improved Partial Volume(PV) interpolation.

The geometric error of axial image reconstruction increases with the increase of CT scan slice thickness, due to CT partial volume effect.

For the mutual information calculated by partial volume interpolation method and Shannon entropy, certain local extremums are inevitable, which may lead to inaccurate registration.