Nonrigid free-form registration using landmark-based statistical deformation models

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 8314, Issue , 2012, Pages

  Pszczolkowski, Stefan ^a   Pizarro, Luis ^a   Guerrero, Ricardo ^a   Rueckert, Daniel ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ANATOMICAL LANDMARKS; ANATOMICAL STRUCTURES; COMPUTATIONAL COSTS; FREE-FORM DEFORMATION; IMAGE REGISTRATION ALGORITHM; LOCAL DISPLACEMENT; LOCALISATION; MULTI-RESOLUTIONS; OPTIMISATIONS; POSITION INFORMATION; PRIORI KNOWLEDGE; REGISTRATION ALGORITHMS; REGISTRATION METHODS; STATISTICAL DEFORMATION MODELS;

ALGORITHMS; ALIGNMENT; MEDICAL IMAGING;

IMAGE PROCESSING;

EID: 84860721253     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.911441     Document Type: Conference Paper

References (23)

1. Loeckx, D., Maes, F., Vandermeulen, D., and Suetens, P., "Temporal subtraction of thorax CR images using a statistical deformation model," IEEE Transactions on Medical Imaging 22(11), 1490-1504 (2003).
2. Wang, Y. and Staib, L., "Physical model-based non-rigid registration incorporating statistical shape information," Medical Image Analysis 4(1), 7-20 (2000).
3. Benameur, S., Mignotte, M., Parent, S., Labelle, H., Skalli, W., and De Guise, J., "3D/2D registration and segmentation of scoliotic vertebrae using statistical models," Computerized Medical Imaging and Graphics 27(5), 321-337 (2003). (Pubitemid 36773629)
4. Xue, Z., Shen, D., and Davatzikos, C., "Statistical representation of high-dimensional deformation fields with application to statistically constrained 3D warping," Medical Image Analysis 10(5), 740-751 (2006). (Pubitemid 44283803)
5. François, R., Fablet, R., and Barillot, C., "Robust statistical registration of 3D ultrasound images using texture information," in [International Conference on Image Processing-ICIP], 1, I-581, IEEE (2003).
6. Kim, M., Kim, M., and Shen, D., "Learning-based deformation estimation for fast non-rigid registration," in [IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops-CVPRW], IEEE (2008).
7. Tang, S., Fan, Y., Wu, G., Kim, M., and Shen, D., "RABBIT: rapid alignment of brains by building intermediate templates," NeuroImage 47(4), 1277-1287 (2009).
8. Johnson, H. and Christensen, G., "Consistent landmark and intensity-based image registration," IEEE Transactions on Medical Imaging 21(5), 450-461 (2002). (Pubitemid 34979822)
9. Fischer, B. and Modersitzki, J., "Combination of automatic non-rigid and landmark based registration: the best of both worlds," Medical imaging, 1037-1048 (2003).
10. Hartkens, T., Hill, D., Castellano-Smith, A., Hawkes, D., Maurer, C., Martin, A., Hall, W., Liu, H., and Truwit, C., "Using points and surfaces to improve voxel-based non-rigid registration," Medical Image Computing and Computer-Assisted Intervention-MICCAI, 565-572 (2002).
11. Rohr, K., Stiehl, H., Sprengel, R., Buzug, T., Weese, J., and Kuhn, M., "Landmark-based elastic registration using approximating thin-plate splines," IEEE Transactions on Medical Imaging 20(6), 526-534 (2001). (Pubitemid 32657856)
12. Pennec, X., Ayache, N., Thirion, J., et al., "Landmark-based registration using features identified through differential geometry," (2000).
13. Arun, K. and Sarath, K., "An Automatic Feature Based Registration Algorithm for Medical Images," in [International Conference on Advances in Recent Technologies in Communication and Computing-ARTCom], 174-177, IEEE (2010).
14. Rueckert, D., Sonoda, L., Hayes, C., Hill, D., Leach, M., and Hawkes, D., "Nonrigid registration using free-form deformations: application to breast MR images," IEEE Transactions on Medical Imaging 18(8), 712-721 (1999). (Pubitemid 32262025)
15. Klein, A., Andersson, J., Ardekani, B., Ashburner, J., Avants, B., Chiang, M., Christensen, G., Collins, D., Gee, J., Hellier, P., Song, J., Jenkinson, M., Lepage, C., Rueckert, D., Thompson, P., Vercauteren, T., Woods, R., Mann, J., and Parsey, R., "Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration," NeuroImage 46(3), 786-802 (2009).
16. Modat, M., Ridgway, G., Taylor, Z., Lehmann, M., Barnes, J., Hawkes, D., Fox, N., and Ourselin, S., "Fast free-form deformation using graphics processing units," Computer methods and programs in biomedicine 98(3), 278-284 (2010).
17. Rueckert, D., Frangi, A., and Schnabel, J., "Automatic construction of 3-D statistical deformation models of the brain using nonrigid registration," IEEE Transactions on Medical Imaging 22(8), 1014-1025 (2003).
18. Huber, P. and Ronchetti, E., [Robust statistics], John Wiley & Sons (1981).
19. Holland, P. and Welsch, R., "Robust regression using iteratively reweighted least-squares," Communications in Statistics-Theory and Methods 6(9), 813-827 (1977).
20. Mueller, S., Weiner, M., Thal, L., Petersen, R., Jack, C., Jagust, W., Trojanowski, J., Toga, A., and Beckett, L., "The Alzheimer's Disease Neuroimaging Initiative," Neuroimaging Clinics of North America 15(4), 869-877 (2005). (Pubitemid 43162384)
21. Mazziotta, J., Toga, A., Evans, A., Fox, P., Lancaster, J., Zilles, K., Woods, R., Paus, T., Simpson, G., Pike, B., Holmes, C., Collins, L., Thompson, P., MacDonald, D., Iacoboni, M., Schormann, T., Amunts, K., Palomero-Gallagher, N., Geyer, S., Parsons, L., Narr, K., Kabani, N., Le Goualher, G., Boomsma, D., Cannon, T., Kawashima, R., and Mazoyer, B., "A probabilistic atlas and reference system for the human brain: International Consortium for Brain Mapping (ICBM)," Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences 356(1412), 1293-1322 (2001). (Pubitemid 32876067)
22. Studholme, C., Hill, D., and Hawkes, D., "An overlap invariant entropy measure of 3D medical image alignment," Pattern recognition 32(1), 71-86 (1999).
23. Wahba, G., [Spline models for observational data], vol. 59, Society for Industrial Mathematics (1990).