Mutual information matching in multiresolution contexts

Image and Vision Computing

Volumn 19, Issue 1-2, 2001, Pages 45-52

  Pluim, J P W ^a   Maintz, J B A ^a   Viergever, M A ^a  

^a UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; COMPUTERIZED TOMOGRAPHY; IMAGE PROCESSING; MAGNETIC RESONANCE IMAGING; POSITRON EMISSION TOMOGRAPHY;

MULTIMODALITY REGISTRATION; MULTIRESOLUTION MATCHING; NORMALIZED MUTUAL INFORMATION;

MEDICAL IMAGING;

EID: 0035153255     PISSN: 02628856     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0262-8856(00)00054-8     Document Type: Article

References (17)

1. A. Collignon, Multi-modality medical image registration by maximization of mutual information, PhD thesis, Catholic University of Leuven, Leuven, Belgium, 1998.
2. A. Collignon, F. Maes, D. Delaere, D. Vandermeulen, P. Suetens, G. Marchai, Automated multi-modality image registration based on information theory, in: Y. Bizais, C. Barillot, R. Di Paola (Eds.), Information Processing in Medical Imaging, Kluwer Academic Publishers, Dordrecht, 1995, pp. 263-274.
3. S. Lavallée, Registration for computer-integrated surgery: methodology, state of the art, in: R.H. Taylor, S. Lavallée, G.C. Burdea, R. Mösges (Eds.), Computer Integrated Surgery, MIT Press, Cambridge, MA, 1996, pp. 77-97 (chap. 5).
4. F. Maes, A. Collignon, D. Vandermeulen, G. Marchai, P. Suetens, Multimodality image registration by maximization of mutual information, IEEE Transactions on Medical Imaging 16 (2) (1997) 187-198.
5. F. Maes, D. Vandermeulen, P. Suetens, Comparative evaluation of multiresolution optimization strategies for multimodality image registration by maximization of mutual information, Medical Image Analysis 3 (4) (1999) 373-386.
6. J.B.A. Maintz, M.A. Viergever, A survey of medical image registration, Medical Image Analysis 2 (1) (1998) 1-36.
7. C.R. Meyer, J.L. Boes, B. Kirn, P.H. Bland, K.R. Zasadny, P.V. Kison, K. Koral, K.A. Frey, 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) (1997) 195-206.
8. J.P.W. Pluim, J.B.A. Maintz, M.A. Viergever, A multiscale approach to mutual information matching, in: K.M. Hanson (Ed.), Medical Imaging: Image Processing, Proc. SPIE, vol. 3338, SPIE Press, Bellingham, WA, 1998, pp. 1334-1344.
9. J.P.W. Pluim, J.B.A. Maintz, M.A. Viergever, Interpolation artefacts in mutual information-based image registration, Computer Vision and Image Understanding 77 (2) (2000) 211-232.
10. W.H. Press, B.P. Flannery, S.A. Teukolsky, W.T. Vetterling, Numerical Recipes in C, Cambridge University Press, Cambridge, UK, 1992.
11. C. Studholme, D.L.G. Hill, D.J. Hawkes, Automated three-dimensional registration of magnetic resonance and positron emission tomography brain images by multiresolution optimization of voxel similarity measures, Medical Physics 24 (1) (1997) 25-35.
12. C. Studholme, D.L.G. Hill, D.J. Hawkes, An overlap invariant entropy measure of 3D medical image alignment, Pattern Recognition 32 (1) (1999) 71-86.
13. P. Thévenaz, M. Unser, Spline pyramids for inter-modal image registration using mutual information, in: A. Aldroubi, A.F. Laine, M.A. Unser (Eds.), Wavelet Applications in Signal and Image Processing, Proc. SPIE, vol. 3169, SPIE Press, Bellingham, WA, 1997, pp. 236-247.
14. P. Thévenaz, M. Unser, An efficient mutual information optimizer for multiresolution image registration. International Conference on Image Processing, Proc. IEEE, 1998, pp. 833-837.
15. P. Viola, W.M. Wells III, Alignment by maximization of mutual information, in: E. Grimson, S. Shafer, A. Blake, K. Sugihara (Eds.), International Conference on Computer Vision, IEEE Computer Society Press, Los Alamitos, CA, 1995, pp. 16-23.
16. W.M. Wells III, P. Viola, H. Atsumi, S. Nakajima, R. Kikinis, Multimodal volume registration by maximization of mutual information, Medical Image Analysis 1 (1) (1996) 35-51.
17. J. West, J.M. Fitzpatrick, M. Y. Wang, B.M. Dawant, C.R. Maurer Jr., R.M. Kessler, R.J. Maciunas, C. Barillot, D. Lemoine, A. Collignon, F. Maes, P. Suetens, D. Vandermeulen, P.A. 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 Jr., 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 (4) (1997) 554-566.