24 June 1998 General multimodal elastic registration based on mutual information
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Abstract
Recent studies indicate that maximizing the mutual information of the joint histogram of two images is an accurate and robust way to rigidly register two mono- or multimodal images. Using mutual information for registration directly in a local manner is often not admissible owing to the weakened statistical power of the local histogram compared to a global one. We propose to use a global joint histogram based on optimized mutual information combined with a local registration measure to enable local elastic registration.
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J. B. Antoine Maintz, J. B. Antoine Maintz, Erik H.W. Meijering, Erik H.W. Meijering, Max A. Viergever, Max A. Viergever, } "General multimodal elastic registration based on mutual information", Proc. SPIE 3338, Medical Imaging 1998: Image Processing, (24 June 1998); doi: 10.1117/12.310845; https://doi.org/10.1117/12.310845
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