Automatic segmentation and tissue classification of magnetic resonance images is still problematic in applications.The distribution of the intensities of each tissue class is ideally normal.But in practice,spatial intensity inhomogeneities due to RF coils and the operating conditions of the MR equipment frequently exist which cause the distributions of intensities of different tissues to overlap significantly.The intensity inhomogeneities are modeled with a spatially varying factor called the gain field,on ...