Multimodal and multiband image registration using mutual information

European Space Agency, (Special Publication) ESA SP

Volumn , Issue 553, 2004, Pages 41-49

  Fransens, Rik ^a   Strecha, Christoph ^a   Van Gool, Luc ^a  

^a UNIVERSITY OF LEUVEN   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; DATA REDUCTION; FREQUENCY DOMAIN ANALYSIS; OPTIMIZATION; PARAMETER ESTIMATION; STATISTICAL METHODS;

DIMENSIONS; ESTIMATORS; MULTI-BAND REGISTRATION; MUTUAL INFORMATION;

IMAGE RECONSTRUCTION;

EID: 22144499244     PISSN: 03796566     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. A. M. Fraser, H. L. Swinney, "Independent Coordinates for Strange Attractors from Mutual Information," Physical Review A, Vol. 33(2), pp. 1134-1140, 1986.
2. F. Maes, "Segmentation and registration of multimodal medical images : from theory, implementation and validation to a useful tool inclinical practice," Phd thesis, K.U.Leuven, 1998.
3. F. Maes, A. Collignon, D. Vandermeulen, G. Marchal, P. Suetens, "Multimodality Image Registration by Maximization of Mutual Information," IEEE transactions on Medical Imaging, Vol. 16(2), pp. 187-198, 1997.
4. B. McCane, K. Novins, D. Crannitch and B. Galvin, "On Benchmarking Optical Flow," Computer Vision and Image Understanding, Vol. 84(1), pp 126-143, 2001.
5. R. Moddemeijer, "On Estimation of Entropy and Mutual Information of Continuous Distributions," Signal Processing, Vol. 16, pp. 233-248, 1989.
6. R. Moddemeijer, "A Statistic to Estimate the Variance of the Histogram-Based Mutual Information Estimator Based on Independent Pairs of Observations," Signal Processing, Vol. 75, pp. 51-63, 1999.
7. National Land Survey of Finland, Department of Aerial Services
8. E. Parzen, "On estimation of a probability density function and mode," Ann. Math. Stat. Vol. 33, pp 1065-1076, 1962.
9. J.P.W. Pluim, J.B.A. Maintz, M.A. Viergever, "Mutual-information- based registration of medical images; a survey," IEEE TMI Vol. 22, pp 986-1004, 2003.
10. M. Proesmans, L. Van Gool, E. Pauwels and A. Oosterlinck, "Determination of optical flow and its discontinuities using non-linear diffusion," ECCV Vol. 2, pp 295-304, 1994.
11. B. W. Silverman, Density Estimation for Statistics and Data Analysis, Chapman and Hall, 1986.
12. P. A. Viola, "Alignment by Maximization of Mutual Information," Phd thesis, M.I.T. A.I. Technical Report No. 1548, 1995.
13. P. A. Viola, W. M. Wells, "Alignment by Maximization of Mutual Information," International Journal of Computer Vision, Vol. 24(2), pp. 137-154, 1997.
14. J. Weickert, B.M. ter Haar Romeny and M.A. Viergever, "Efficent and Reliable Schemes for Nonlinear Diffusion Filtering," IEEE Transactions on Image Processing, Vol 7(3), pp 398-410, 1998.
15. West J., Fitzpatrick J. M., Wang M. Y. et al., "Comparison and evaluation of retrospective intermodality brain image registration techniques," Journal of Computer Assisted Tomography, Vol. 21(4), pp. 554-566, 1997.