1. A. A. Amini, Y. Chen, R. W. Curwen, V. Mani, and J. Sun. Coupled B-snake grids and constrained thin-plate splines for analysis of 2D tissue deformations from tagged MRI.IEEE Transactions on Medical Imaging, 17(3): 344–356, June 1998.

   Article  Google Scholar 

2. A. A. Amini, Y. Chen, M. Elayyadi, and P. Radeva. Tag surface reconstruction and tracking of myocardial beads from SPAMM-MRI with parametric B-spline surfaces. IEEE Transactions on Medical Imaging, 20(2):94–103, February 2001.

   Article  Google Scholar 

3. A. A. Amini, R. W. Curwen, and J. C. Gore. Snakes and splines for tracking nonrigid heart motion. In Bernard Buxton and Roberto Cipolla, editors,Proceedings of the Fourth European Conference on Computer Vision, volume 1065 ofLecture Notes in Computer Science, pages 251–261, Cambridge, UK, April 1996. Springer.

   Google Scholar 

4. T. Arts, W. C. Hunter, A. Douglas, A. M. M. Muijtjens, and R. S. Reneman. Description of the deformation of the left ventricle by a kinematic model.Biomechanics, 25(10):1119–1127, 1992.

   Article  Google Scholar 

5. L. Axel and L. Dougherty. Heart wall motion: Improved method of spatial modulation of magnetization for MR imaging.Radiology, 172(2):349–360, 1989.

   Google Scholar 

6. L. Axel and L. Dougherty. MR imaging of motion with spatial modulation of magnetization.Radiology 171(3):841–845, 1989.

   Google Scholar 

7. R. Chandrashekara, R. H. Mohiaddin, and D. Rueckert. Analysis of myocardial motion in tagged MR images using nonrigid image registration. In M. Sonka and J. Michael Fitzpatrick, editors,Proceedings of the SPIE International Symposium on Medical Imaging, pages 1168–1179, San Diego, California USA, 24–28 February 2002. SPIE.

   Google Scholar 

8. J. Declerck, N. Ayache, and E. R. McVeigh. Use of a 4D planispheric transformation for the tracking and the analysis of LV motion with tagged MR images. InSPIE Medical Imaging, vol. 3660, San Diego, CA, USA, February 1999.

   Google Scholar 

9. T. S. Dennney, Jr. and J. L. Prince. Reconstruction of 3D left ventricular motion from planar tagged cardiac MR images: An estimation theoretic approach.IEEE Transactions on Medical Imaging, 14(4):1–11, December 1995.

   Article  Google Scholar 

10. L. Dougherty, J. C. Asmuth, A. S. Blom, L. Axel, and R. Kumar. Validation of an optical flow method for tag displacement estimation.IEEE Transactions on Medical Imaging, 18(4):359–363, April 1999.

    Article  Google Scholar 

11. S. N. Gupta and J. L. Prince. On variable brightness optical flow for tagged MRI. InInformation Processing in Medical Imaging, pages 323–334, June 1995.

    Google Scholar 

12. M. A. Guttman, J. L. Prince, and E. R. McVeigh. Tag and contour detection in tagged MR images of the left ventricle.IEEE Transactions on Medical Imaging, 13(1), March 1994.

    Google Scholar 

13. J. Huang, D. Abendschein, V. G. Dávila-Román, and A. A. Amini. Spatio-temporal tracking of myocardial deformations with a 4-D B-spline model from tagged MRI.IEEE Transactions on Medical Imaging, 18(10):957–972, October 1999.

    Article  Google Scholar 

14. M. Kass, A. Witkin, and D. Terzopoulos. Snakes: Active contour models.International Journal of Computer Vision, 1(4):321–331, 1988.

    Article  Google Scholar 

15. S. Kumar and D. Goldgof. Automatic tracking of SPAMM grid and the estimation of deformation parameters from cardiac MR images.IEEE Transactions on Medical Imaging, 13(1):122–132, March 1994.

    Article  Google Scholar 

16. C. C. Moore, E. R. McVeigh, and E. A. Zerhouni. Quantitative tagged magnetic resonance imaging of the normal human left ventricle.Topics in Magnetic Resonance Imaging, 11(6):359–371, 2000.

    Article  Google Scholar 

17. W. G. O’Dell, C. C. Moore, W. C. Hunter, E. A. Zerhouni, and E. R. McVeigh. Three-dimensional myocardial deformations: Calculation with displacement field fitting to tagged MR images.Radiology, 195(3): 829–835, June 1995.

    Google Scholar 

18. N. F. Osman, E. R. McVeigh, and J. L. Prince. Imaging heart motion using harmonic phase MRI.IEEE Transactions on Medical Imaging, 19(3):0186–202, March 2000.

    Article  Google Scholar 

19. C. Ozturk and E. R. McVeigh. Four-dimensional b-spline based motion analysis of tagged MR images: Introduction and in vivo validation.Physics in Medicine and Biology, 45:1683–1702, 2000.

    Article  Google Scholar 

20. J. Park, D. Metaxas, and L. Axel. Analysis of left ventricular wall motion based on volumetric deformable models and MRI-SPAMM.Medical Image Analysis, 1(1):53–71, 1996.

    Article  Google Scholar 

21. J. Park, D. Metaxas, A. A. Young, and L. Axel. Deformable models with parameter functions for cardiac motion analysis from tagged MRI data.IEEE Transactions on Medical Imaging, 15(3):278–289, June 1996.

    Article  Google Scholar 

22. J. L. Prince and E. R. McVeigh. Motion estimation from tagged MR images.IEEE Transactions on Medical Imaging, 11(2):238–249, June 1992.

    Article  Google Scholar 

23. D. Rueckert, L. I. Sonoda, C. Hayes, D. L. G. Hill, M. O. Leach, and D. J. Hawkes. Nonrigid registration using free-form deformations: Application to breast MR images.IEEE Transactions on Medical Imaging, 18(8): 712–721, August 1999.

    Article  Google Scholar 

24. T.W. Sederberg and S. R. Parry. Free-form deformations of solid geometric models. InProceedings of SIGGRAPH’ 86, volume 20, pages 151–160. ACM, August 1986.

    Article  Google Scholar 

25. C. Studholme, D. L. G. Hill, and D. J. Hawkes. An overlap invariant entropy measure of 3D medical image alignment.Pattern Recognition, 32(1):71–86, 1998.

    Article  Google Scholar 

26. E. Waks, J. L. Prince, and A.S. Douglas. Cardiac motion simulator for tagged MRI. InProceedings of the IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, pages 182–191, June 21–22 1996.

    Google Scholar 

27. A. A. Young, D. L. Kraitchman, L. Dougherty, and L. Axel. Tracking and finite element analysis of stripe deformation in magnetic resonance tagging.IEEE Transactions on Medical Imaging, 14(3):413–421, September 1995.

    Article  Google Scholar 

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