Digital Image Processing Lab

Department of Radiology, University of Michigan


Mutual Information for Automated Multimodal Image Warping



Figure 1
(30K, color)
Figure 1 displays (a) reference video image (uncut specimen block face) and (b) 2DG AR deformed due to slice sectioning. Blue dots in both reference and AR images indicate the location of control points used for initial vectors in TPS registration and yellow dots in AR image indicate the final locations of TPS warping solution achieved by cost function minimization of MI metric. Note that some starting points in AR image were markedly displaced.


Figure 2
(98K, b/w)
Figure 2 displays the result of MI registration of AR image with the reference, in checker board pattern, using (a) affine and (b) TPS warping transformation algorithms. While the affine transformation (2a) results in remarkably good matches for most internal structures of the brain, some features around outer edges denote local deformations that cannot be handled by the affine transformation, e.g. in the mid section of the brain, top and bottom squares show mismatches of outer edges and structures between hippocampus and cortex as well as the lesion in frontal lobe.