Mutual information based registration of brain images

• Autorzy: Kuczyński K. , Mikołajczak P.
• Języki publikacji: EN

Abstrakty

EN

Registration is one of the essential medical image processing techniques. The goal is to find a geometric transformation, that relates corresponding voxels in two different 3D images of the same object. The publication presents a registration technique based on maximization of mutual information.

Słowa kluczowe

EN

image registration; mutual information; similarity measure

PL

rejestracja obrazu; wzajemne informowanie; podobieństwo pomiaru

• Wydawca: University of Silesia, Institute of Informatics, Computer Systems Department
• Czasopismo: Journal of Medical Informatics & Technologies
• Rocznik: 2002
• Tom: Vol. 3
• Strony: MI213--219
• Opis fizyczny: Bibliogr. 7 poz., rys.

Twórcy

autor

Kuczyński K.

• Laboratory of Information Technology, Maria Curie-Skłodowska University, 20-031 Lublin, pl. Marii Curie-Skłodowskiej 1, Poland

autor

Mikołajczak P.

• Laboratory of Information Technology, Maria Curie-Skłodowska University, 20-031 Lublin, pl. Marii Curie-Skłodowskiej 1, Poland

Bibliografia

• [1] Cover T., Thomas J., Elements of Information Theory, A Wiley-Interscience Publication, New York, 1991
• [2] Maintz J.B., Viergever M.A., A survey of medical image registration, Medical Image Analysis (1998), vol. 2, nr 1, pp. 1-39, Oxford University Press 1998
• [3] Press W.H., Teukolsky S.A., Vetterling W.T., Flannery B.P., Numerical Recipes in C, Cambridge University Press 1997
• [4] Qt Reference Documentation, http://www.trolltech.com
• [5] Shannon C.E., A Mathematical Theory of Communication, The Bell System Technical Journal, vol. 27, pp. 379-423, 623-656, July, October, 1948
• [6] Studholme C., Hill D.L.G., Hawkes D.J., An overlap invariant measure of 3D image alignment, Pattern Recognition vol. 32, no. 1, 1998
• [7] Viola P.A., Alignment by Maximization of Mutual Information, A.I. Technical Report No. 1548, MIT 1995