Robust Image Registration Based on Mutual Information Measure


A new implementation of the image registration algorithm based on the mutual information is presented for the case of medical images. The registration is achieved if the maximum of the mutual information is attained. In this maximization process optimal values of five parameters of an affine transformation are searched.

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W. Kosiński, P. Michalak and P. Gut, "Robust Image Registration Based on Mutual Information Measure," Journal of Signal and Information Processing, Vol. 3 No. 2, 2012, pp. 175-178. doi: 10.4236/jsip.2012.32023.

Conflicts of Interest

The authors declare no conflicts of interest.


[1] I. N. Bankman, Ed., “Handbook of Medical Imaging— Processing and Analysis,” Academic Press, London, 2000.
[2] L. G. Brown, “A Survey of Image Registration Techniques,” ACM Computing Surveys, Vol. 24, No. 4, 1992, pp. 325-376. doi:10.1145/146370.146374
[3] C. R. Mauer and J. M. Fitzpatrick, “A Review of Medical Image Registration,” In: R. J. Maciunas, Ed., Interactive Image Guided Neurosurgery, American Association of Neurological Surgeons, 1993, pp. 17-44.
[4] P. A. van den Elsen, E. J. D. Pol and M. A. Viergever, “Medical Image Matching—A Review with Classification,” IEEE Engineering in Medicine and Biology, Vol. 3, 1993, pp. 26-39. doi:10.1109/51.195938
[5] P. Viola and W. M. Wells III, “Alignment by Maximization of Mutual Information,” International Journal of Computer Vision, Vol. 24, No. 2, 1997, pp. 137-154. doi:10.1023/A:1007958904918
[6] L. Chmielewski, J. L. Kulikowski and A. Nowakowski, Eds., “Biomedical Imaging (in Polish),” In: M. Nalecz, Ed., Series Biocybernetics and Biomedical Engineering, Vol. 8, Akademicka Oficyna Wydawnicza EXIT, Warsaw, 2003.
[7] K. Kuczyński and P. Mikolajczak, “Mutual Information Based Registration of Brain Images,” Journal of Medical Informatics and Technologies, Vol. 3, No. 3, 2002, pp. 213-219.
[8] F. Maes, A. Collignon, D. Vandermeulen, G. Marchal and P. Suetens, “Multimodality Image Registration by Maximization of Mutual Information,” IEEE Transactions on Medical Imaging, Vol. 16, No. 2, 1997, pp. 187-198. doi:10.1109/42.563664

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