Interpolation artefact reduction by statistical approach in mutual information-based image registration

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5823, Issue , 2005, Pages 200-208

  Su, Hongjiang ^a   Miller, Paul C ^a   Murtagh, Fionn ^b  

^a QUEEN'S UNIVERSITY BELFAST   (United Kingdom)

^b UNIVERSITY OF LONDON   (United Kingdom)

Author keywords

Image registration; Mutual information; Statistical interpolation

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; IMAGE ANALYSIS; INTERPOLATION; OPTICAL ENGINEERING; STATISTICAL METHODS;

CLINICAL APPLICATIONS; IMAGE REGISTRATION; MUTUAL INFORMATION; STATISTICAL INTERPOLATION;

IMAGING TECHNIQUES;

EID: 27644582164     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.605092     Document Type: Conference Paper

References (13)

1. P. Viola, W.M. Wells III, "Alignment by Maximization of Mutual Information", International Conference on Computer Vision, Jun.1995, pp. 16-23.
2. F. Maes, A. Collignon, D. Vandermeulen, "Multimodality Image Registration by Maximization of Mutual Information", IEEE Transactions on Medical Imaging, Vol. 16, No. 2, pp.187-198, Apr.1997.
3. J.P.W. Pluim, J.B.A. Maintz and M.A. Viergever, "Mutual Information Based Registration of Medical Images: a Survey", IEEE Transactions on Medical Imaging, Vol. 22, 2003, pp. 986-1004.
4. D.L.G. Hill, P.G. Batchelor, et al, "Medical Image Registration", Phys. Med. Biol. 46, R1-R45 2001.
5. J.P.W. Pluim, J.B.A. Maintz and M.A. Viergever, "Interpolation Artefacts in Mutual Information-Based Image Registration", Computer Vision and Image Understanding Vol. 77, 2000, pp. 211-232.
6. J.D. Liu, J.H. Liu, "Artefacts Reduction in Mutual Information-based Image Registration", ICIP 2003 Sept., Barcelona, Spain, pp. 14-17.
7. H. Chen, P.K. Varshney, "Mutual Information-based CT-MR Brain Image Registration Using Generalized Partial Volume Joint Histogram Estimation", IEEE Transactions on Medical Imaging, Vol. 22. 2003, pp. 1111-1119.
8. J. Tsao, "Interpolation Artefacts in Multimodality Image Registration Based on Maximization of Mutual Information", IEEE Transactions on Medical Imaging, Vol. 22, 2003, pp. 854-864.
9. P. Thevenaz and M. Unser, "Optimization of Mutual Information for Multiresolution Image Registration", IEEE Transaction on Image Processing, Vol. 9, No. 2, 2000, pp. 2083-2099.
10. J.P.W. Pluim, J.B.A. Maintz and M.A. Viergever, "Image Registration by Maximization of Combined Mutual Information and Gradient Information", IEEE Transactions on Medical Imaging, Vol.19, No. 8, 2000, pp. 809-814.
11. The Retrospective Image Registration Evaluation. http://www.vuse. vanderbilt.edu/~image/registration/.
12. J. West, J.M. Fitzpatrick, M. Y. Wang, B.M. Dawant, C.R. Maurer, R.M. Kessler, R.J. Maciunas, C. Barillot, D. Lemoine, A. Collignon, F. Maes, P. Suetens, D. Vandermeulen, P. van den Eisen, S. Napel, T.S. Sumanaweera, B. Harkness, P.F. Hemler, D.L.G. Hill, D.J. Hawkes, C. Studholme, J.B.A. Maintz, M.A. Viergever, G. Malandain, X. Pennec, M.E. Noz, G.Q. Maguire, M. Pollack, C.A. Pelizzari, R.A. Robb, D. Hanson, R.P. Woods. "Comparison and Evaluation of Retrospective Intermodality Brain Image Registration Techniques", Journal of Computer Assisted Tomography, 21, 1997, pp. 554-566.
13. W.H. Press, S.A. Teukolsky, W.T. Vetterling, B.P. Flannery, Numerical Recipes in C, "The Art of Scientific Computing", Cambridge University Press, Second Edition, 1992.