The use of mutual information for rigid medical image registration: A review

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

Volumn 4, Issue , 2002, Pages 689-694

  Fookes, C ^a   Bennamoun, M ^a  

^a QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

Image Registration; Mutual Information; Rigid Transformations

Indexed keywords

ALGORITHMS; COMPUTER VISION; INFORMATION RETRIEVAL SYSTEMS; STATISTICAL METHODS; TOMOGRAPHY;

IMAGE REGISTRATION;

MEDICAL IMAGING;

EID: 0036969454     PISSN: 08843627     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (29)

1. L. Baraden, R. Kwiatek, Y. Lau, B. Hutton, L. Thurfjell, K. Pile, and C. Rowe. Validation of fully automatic brain spet to mr co-registration. European Journal of Nuclear Medicine, 27(2):147-154, 2000.
2. J.L. Boes and C.R. Meyer. Multi-variate mutual information for registration. In Lecture notes in computer science, pages 606-12, Berlin, 1999. Springer-Verlag.
3. L.G. Brown. A survey of image registration techniques. ACM Computing Surveys, 24(4):325-376, December 1992.
4. A. Collignon, F. Maes, D. Delaere, D. Vandermeulen, P. Suetens, and G. Marchal. Automated mutli-modality image registration based on information theory. In Y. Bizais et. al., editor, Information Processing in Medical Imaging, pages 263-274, The Netherlands, 1995. Kluwer Academic Publishers.
5. A. Collignon, D. Vandermeulen, P. Suetens, and G. Marchal. 3d multi-modality medical image registration using feature space clustering. In N. Ayache, editor, Computer Vision, Virtual Reality, and Robotics in Medicine, volume 905 of Lecture Notes in Computer Science, pages 195-204, Berlin, 1995. Springer-Verlag.
6. D.J. Hawkes. Algorithms for radiological image registration and their clinical application. Journal of Anatomy, 193(3):347-361, 1998.
7. D.L.G. Hill, D.J. Hawkes, N.A. Harrison, and C.F. Ruff. A strategy for automated multimodality image registration incorporating anatomical knowledge and imager characteristics. In H.H. Barrett and A.F. Gmitro, editors, Information processing in medical imaging, volume 687 of Lecture notes in Computer science, pages 182-196, Berlin, 1993. Springer-Verlag.
8. M. Holden, D.L.G. Hill, E.R.E. Denton, J.M. Jarosz, T.C.S. Cox, T. Rohlfing, J. Goodey, and D.J. Hawkes. Voxel similarity measures for 3-d serial mr brain image registration. IEEE Transactions on Medical Imaging, 19(2):94-102, February 2000.
9. H. Lester and S.R. Arridge. A survey of hierarchical non-linear medical image registration. Pattern Recognition, 32:129-149, 1999.
10. F. Maes, A. Collignon, D. Vandermeulen, and G. Marchaland P. Suetens. Multimodality image registration by maximisation of mutual information. IEEE Transactions on Medical Imaging, 16(2):187-198, April 1997.
11. F. Macs, D. Vandermeulen, and P. Suetens. Comparitve evaluation of multiresolution optimisation strategies for multimodality image registration by maximisation of mutual information. Medical Image Analysis, 3(4):373-386, 1999.
12. J.B.A Maintz and M.A. Viergever. A survey of medical image registration. Medical Image Analysis, 2(1):1-36, 1998.
13. C.R. Meyer, J.L. Boes, B. Kim, P.H. Bland, K.R. Zasadny, P. Kison, K. Koral, K.A. Prey, and R.L. Wahl. Demonstration of accuracy and clinical versatility of mutual information for automatic multimodality image fusion using affine and thin-plate spline warped geometric deformations. Medical Image Analysis, 1(3):195-206, 1996/7.
14. J.P.W. Pluim, J.B.A. Maintz, and M.A. Viergever. Image registration by maximisation of combined mutual information and gradient information. IEEE Transactions on Medical Imaging, 19(8):809-14, August 2000.
15. 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, 77(2):211-232, 2000.
16. J.P.W. Pluim, J.B.A. Maintz, and M.A. Viergever. Mutual information matching in multiresolution contexts. Image and Vision Computing, 19(1-2):45-52, January 2001.
17. A. Roche, G. Malandain, N. Ayache, and S. Prima. Towards a better comprehension of similarity measures used in medical image registration. In Lecture notes in computer science, pages 555-66, Berlin, 1999. Springer-Verlag.
18. C.E. Rodriguez-Carranza and M.H. Loew. A weighted and deterministic entropy measure for image registration using mutual information. In Proceedings of the SPIE Conference on Image Processing, volume 3338, pages 155-66, San Diego, California, February 1998.
19. D. Rueckert, M.J. Clarkson, D.L.G. Hill, and D.J. Hawkes. Non-rigid registration using higher-order mutual information. In K.M. Hanson, editor, Medical Imaging - Image Processing, Bellingham, WA, 2000. SPIE Press.
20. C.E. Shannon. A mathematical theory of communication. Bell System Technical Journal, 27:379-423/623-656, 1948.
21. C. Studholme, D.J. Hawkes, and D.L.G. Hill. A normalised entropy measure for multi-modality image alignment. In Proceedings of the SPIE Conference on Image Processing, volume 3338, pages 132-43, February 1998.
22. C. Studholme, D.L.G. Hill, and D.J. Hawkes. Incorporating connected region labelling into automated image registration using mutual information. In A.A. Amini, P.L. Bookstein, and D.C. Wilson, editors, Mathematical Methods in Biomedical Image Analysis, pages 23-31, Los Alamitos, CA, 1996. IEEE Computer Society Press.
23. C. Studholme, D.L.G. Hill, J. Wong, M.N. Maisey, and D.J. Hawkes. Registration measures for automated 3d alignment of pet and intensity distorted mr images. In Proceedings in Image Fusion and Shape Variability Techniques, pages 186-193. Leeds University Press, 1996.
24. P. Thevenaz and M. Unser. Optimization of mutual information for multiresolution image registration. IEEE Transactions on Image Processing, 9(12):2083-2099, 2000.
25. I. Vajda. Theory of statistical inference and information. Kluwer, Dordrecht, The Netherlands, 1989.
26. 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, 12(1):26-39, March 1993.
27. P. Viola and W.M. Wells. Alignment by maximisation of mutual information. 5th International Conference on Computer Vision, pages 16-23, 1995.
28. J. West, J.M. Fitzpatrick, M.Y. Wang, B.M. Dawant, C.R. Maurer, and et. al. Comparison and evaluation of retrospective intermodality brain image registration techniques. Journal of Computer Assisted Tomography, 21(4):554-566, 1997.
29. R.P. Woods, J.C. Mazziotta, and S.R. Cherry. Mripet registration with automated algorithm. Journal of Computer Assisted Tomography, 17(4):536-546, July/August 1993.