Registration of image cubes using multivariate mutual information

Conference Record of the Asilomar Conference on Signals, Systems and Computers

Volumn 2, Issue , 2003, Pages 1645-1649

  Kern, Jeffrey P ^a   Pattichis, Marios ^b   Stearns, Samuel D ^b  

^a SANDIA NATIONAL LABORATORIES   (United States)

^b University of New Mexico   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION COEFFICIENTS; HYPERSPECTRAL IMAGERY; IMAGE REGISTRATION; MULTIVARIATE INFORMATION;

ALGORITHMS; CORRELATION METHODS; ENTROPY; INFORMATION THEORY; INFRARED IMAGING; RANDOM PROCESSES;

IMAGE ANALYSIS;

EID: 4143140081     PISSN: 10586393     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. L. G. Brown, "A Survey of Image Registration Techniques," ACM Computing Surveys, vol. 24(1), pp. 325-376, 1992.
2. J. Ton and A. K. Jain, "Registering Landsat Images by Point Matching," IEEE Transactions on Geoscience and Remote Sensing, vol. 27(5), pp. 642-51, 1989.
3. H. Li, B. S. Manjunath, and S. K. Mitra, "A Contour Based Approach to Multisensor Image Registration," IEEE Transactions on Image Processing, vol. 4, pp. 320-334, 1995.
4. A. Roche, X. Pennec, G. Malandain, N. Ayache, "Rigid Registration of 3-D Ultrasound With MR images: A New Approach Combining Intensity and Gradient Information," IEEE Transactions on Medical Imaging, vol. 20(10), pp. 1038-49, 2001.
5. H. S. Stone and R. Wolpov, "Blind Cross-Spectral Image Registration Using Prefiltering and Fourier-Based Translation Detection," IEEE Transactions on Geoscience and Remote Sensing, vol. 40(3), pp. 637-650.
6. A. Collignon, F. Maes, D. Delaere, D. Vandermeulen, P. Suetens, and G. Marchal, "Automated Multi-Modality Image Registration Based on Information Theory," Information Processing in Medical Imaging, Y. Bizais, C. Barillot, and R. Di Paola, eds., pp. 263-274, Kluwer Academic Press, 1995.
7. P. A. Viola, Alignment by Maximization of Mutual Information, doctoral dissertation, Massachusetts Institute of Technology, 1995.
8. P. Thévenaz and M. Unser, "Optimization of Mutual Information for Multiresolution Image Registration," IEEE Transactions On Image Processing, vol. 9(12), pp. 2083-2099, 2000
9. K. Johnson, A. Cole-Rhodes, I. Zavorin, and J. Le Moigne, "Mutual Information as a Similarity Measure for Remote Sensing Image Registration," Proceedings of the SPIE, vol. 4383, pp. 51-61, 2001.
10. J. P. W. Pluim, J. B. Maintz and M. A. Viergever, "Mutual- Information-Based Registration of Medical Images: A Survey," IEEE Transactions on Medical Imaging, vol. 22(8), 2003.
11. C. Studholme, D. L. G. Hill and D. J. Hawkes, "Incorporating Connected Region Labelling into Automated Image Registration Using Mutual Information," Mathematical Methods in Biomedical Image Analysis, A. A. Amini, F. L. Bookstein, and D. C. Wilson, eds. Los Alamitos, CA, IEEE Computer Society Press, pp. 23-31, 1996.
12. J. P. Kern, Spectral Image Registration Using Multivariate Mutual Information, doctoral dissertation, University of New Mexico, 2003.
13. J. C. Spall, "Multivariate Stochastic Approximation Using a Simultaneous Perturbation Gradient Approximation," IEEE Transactions on Automatic Control, vol. 37, pp. 332-341, 1992.