Variational level set combined with Markov random field modeling for simultaneous intensity non-uniformity correction and segmentation of MR images

► A new region-based active contour model for simultaneous segmentation and intensity non-uniformity correction. ► The defined energy functional utilizes local Gaussian intensity fitting with local means and variances. ► The proposed model utilizes Markov random field to model the spatial correlation between neighboring pixels/voxels.