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In this paper the problem of intensity inhomogeneity at high magnetic field on magnetic resonance images is addressed. Specifically, rat brain images at 9.4T acquired with a surface coil are bias corrected. We propose a low-pass frequency model that takes into account not only background-object contours but also other important contours inside the image. Two pre-processing filters are proposed: first,...