Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Alignment by Maximization of Mutual Information
International Journal of Computer Vision
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A method is presented for determining the intensity mapping between MRI images that may have been acquired using different sequences or instruments. The method can be applied to fully elastic matching and produces spatially localized probability functions that are capable of representing in an efficient way strong intensity distortions due, for instance, to the shading effect in MRI.