Statistically-constrained high-dimensional warping using wavelet-based priors

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn 2006, Issue , 2006, Pages

  Xue, Zhong ^a   Shen, Dinggang ^a   Davatzikos, Christos ^a  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRAINED REGISTRATION; LAPLACIAN-BASED SMOOTHNESS; STATISTICAL MODEL OF DEFORMATION (SMD);

ALGORITHMS; BRAIN; CONSTRAINT THEORY; MEDICAL IMAGING; STATISTICAL METHODS;

IMAGE PROCESSING;

EID: 33845548961     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2006.1     Document Type: Conference Paper

References (21)

1. K. Boesen, J. H. S. Frey, J. Germann, J. Stern, D. L. Collins, A. C. Evans, and D. Rottenberg. Inter-rater reproducibuity of 3d cortical and subcortical landmark points. In 11th Annual Meeting of the Organization for Human Brain Mapping, Toronto, Canada, 2005.
2. R. R. Coifman and M. V. Wickerhauser. Entropy-based algorithms for best basis selection. IEEE trans on Inf. Theory, 38:713-718, 1992.
3. T. Cootes, A. Hill, C. Taylor, and J. Haslam. Use of active shape models for locating structures in medical images. Image and Vision Computing, 6(2):355-365, 1994.
4. T. Cootes, C. Taylor, D. Cooper, and J. Graham. Active shape models - their training and application. Computer Vision and Image Understanding, 61(1):38-59, 1995.
5. C. Davatzikos, A. Genc, D. Xu, and S. M. Resnick. Voxel-based morphometry using the ravens maps: Methods and validation using simulated longitudinal atrophy. NeuroImage, 14:1361-1369, 2001.
6. C. Davatzikos, X. Tao, and D. G. Shen. Hierarchical active shape models using the wavelet transform. IEEE Transactions on Medical Imaging, 22:414-423, 2003.
7. J. Duncan and N. Ayache. Medical image analysis: Progress over two decades and the challenges ahead. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(1):85-106, 2000.
8. A. F. Goldszal, C. Davatzikos, D. Pham, M. Yan, R. N. Bryan, and S. M. Resnick. An image processing protocol for the analysis of mr images from an elderly population. Journal of Computer Assisted Tomography, 22:827-837, 1998.
9. M. Kamber, R. Shinghal, D. Collins, G. Francis, and A. Evans. Model-based 3D segmentation of multiple sclerosis lesions in magnetic resonance brain images. IEEE Transactions on Medical Imaging, 14:442-453, 1995.
10. B. Karacali and C. Davatzikos. Estimating topology preserving and smooth displacement fields. IEEE Transactions on Medical Imaging, 23:868-880, 2004.
11. S. Mallat. A wavelet tour of signal processing. Academic Press, 1998.
12. M. Miller, G. C. A. Banerjee, N. K. S. Joshi, U. Grenander, and L. Matejic. Statistical methods in computational anatomy. Statistical Methods in Medical Research, 6:267-299, 1997.
13. A. Mohamed and C. Davatzikos. Shape representation via best orthogonal basis selection. In Medical Image Computing and Computer Assisted Intervention(MICCAI), St. Malo, France, 2004.
14. S. M. Resnick, A. Goldszal, C. Davatzikos, S. Golski, M. A. Kraut, E. J. Metter, R. N. Bryan, and A. B. Zonderman. One-year age changes in mri brain volumes in older adults. Cerebral Cortex, 10:464-472, 2000.
15. D. Rueckert, L. Sonoda, C. Hayes, C. Hill, M. 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, 1999.
16. D. Shen and C. Davatzikos. HAMMER: Hierarchical attribute matching mechanism for elastic registration. IEEE Transactions on Medical Imaging, 21(11):1421-1439, 2002.
17. A. Toga and P. Thompson. The role of image registration in brain mapping. Image and Vision Computing, 19(1):3-24, 2001.
18. C. J. Twining, T. Cootes, S. Marsland, V. Petrovic, R. Schestowitz, and C. J. Taylor. A unified information-theoretic approach to groupwise non-rigid registration and model building. In Information Processing in Medical Imaging 2005, Glenwood Springs, CO, 2005.
19. P. Viola and W. Wells. Alignment by maximization of mutual information. In 5th International Conference on Computer Vision, ICCV'95, pages 16-23, 1995.
20. Z. Xue, D. Shen, and C. Davatzikos. Determining correspondence in 3D MR brain images using attribute vectors as morphological signatures of voxels. IEEE Trans. on Medical Imaging, 23:1276-1291, 2004.
21. Z. Xue, D. Shen, B. Karacali, and C. Davatzikos. Statistical representation and simulation of high-dimensional deformations: Application to synthesizing brain deformations. In Medical Image Computing and Computer Assisted Intervention (MICCAI 2005), Palm Springs, California, USA, 2005.