3-D inter-subject warping and registration of pulmonary CT images for a human lung model

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 4683, Issue , 2002, Pages 324-335

  Li, Baojun ^a   Christensen, Gary E ^a   Dill, John ^a   Hoffman, Eric A ^a   Reinhardt, Joseph M ^a  

^a IA United States   (United States)

Author keywords

Image registration; Inverse transformation; Landmark transformation; Lung atlas; Pulmonary imaging

Indexed keywords

ALGORITHMS; COMPUTERIZED TOMOGRAPHY; MATHEMATICAL TRANSFORMATIONS; PHYSIOLOGY; PULMONARY DISEASES; TUMORS;

HUMAN LUNG MODELS; IMAGE REGISTRATION; INVERSE TRANSFORMATIONS;

MEDICAL IMAGING;

EID: 0036035546     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.463598     Document Type: Conference Paper

References (27)

1. E.A. Hoffman, "Advances in physiologic lung assessment via electron beam computed tomography," in Medical Technology Symposium, pp. 96-108, 1998.
2. E.A. Hoffman and G. McLennan, "Assessment of the pulmonary structure-function relationship and clinical outcomes measures: Quantitative volumetric CT of the lung," Acad. Radiol. 4(11), pp. 758-776, 1997.
3. J. Williams and L. Wolff, "Analysis of the pulmonary vascular tree using differential geometry based vector fields," Comp. Vision and Image Understanding 65(2), pp. 226-236, 1997.
4. M.S. Brown, M.F. McNitt-Gray, N.J. Mankovich, J.G. Goldin, J. Hiller, L.S. Wilson, and D.R. Aberle, "Method for segmenting chest CT image data using an anatomical model: Preliminary results," IEEE Trans. Medical Imaging 16(6), pp. 828-839, 1997.
5. S. Hu, J.M. Reinhardt, and E.A. Hoffman, "Automatic lung segmentation for accurate quantitation of volumetric X-ray CT images," IEEE Trans. Medical Imaging 20(6), pp. 490-498, 2001.
6. L. Zhang and J.M. Reinhardt, "Detection of lung lobar fissures using fuzzy logic," in Proc. SPIE Conf. Medical Imaging, 3660, pp. 188-199, 1999.
7. W. Park, E. Hoffman, and M. Sonka, "Segmentation of intrathoracic airway trees: A fuzzy logic approach," IEEE Trans. Medical Imaging 17(4), pp. 489-496, 1998.
8. A. Kiraly, W. Higgins, E. Hoffman, G. McLennan, and J. Reinhardt, "3D human airway segmentation for virtual bronchoscopy." in Proc. of SPIE Conf. on Medical Imaging 2002 (in press).
9. H. Kitaoka, R. Takaki, and B. Suki, "A three-dimensional model of the human airway tree," J. Applied Physiology 87(6), pp. 2207-2217, 1999.
10. J. Cai, J. Chu, D. Recine, M. Sharma, C. Nguyen, R. Rodebaugh, V. Saxena, and A. Ali, "CT and PET lung image registration and fusion in radiotheraphy treatment planning using the chamfer-matching method," Int. J. Oncology Biol. Phys. 43(4), pp. 883-891, 1999.
11. Y. Tai, K. Lin, and C. Hoh, "Utilization of 3-D elastic transformation in the registration of chest X-ray CT and whole body PET," in Proc. 1996 IEEE Nuclear Symposium, 3, pp. 1903-1907, 1996.
12. L. Fan and C. Chen, "3D warping and registration from lung images," in Proc. SPIE Conf. Medical Imaging, 3660, pp. 459-470, 1999.
13. L. Zhang and J. Reinhardt, "3D pulmonary CT image registration with a standard lung atlas," in Proc. SPIE Conf. Medical Imaging, 4322, pp. 67-77, 2000.
14. H. Johnson and G. Christensen, "Consistent landmark and intensity-based image registration." IEEE Trans. Medical Imaging (in press).
15. B. Li and J.M. Reinhardt, "Automatic generation of 3-D statistical shape models and their applications in tomographic image segmentation," in Proc. SPIE Conf. Medical Imaging, 4322, 2001.
16. F.L. Bookstein, "Principal warps: Thin-plate splines and the decomposition of deformations," IEEE Trans. Part. Anal. Machine Intell. 11(6), pp. 567-585, 1989.
17. M. Davis, A. Khotanzad, D. Flamig, and S. Harms, "A physics-based coordinate transformation for 3-D image matching," IEEE Trans. Medical Imaging 16(3), pp. 317-328, 1997.
18. G. Christensen and H. Johnson, "Consistent image registration," IEEE Trans. Medical Imaging 20, pp. 568-582, July 2001.
19. K. Palágyi, E. Sorantin, E. Balogh, A. Kuba, C. Halmai, B. Erdöhelyi, and K. Hausegger, "A sequential 3-D thinning algorithm and its medical applications," in Proc. Int. Conf. Info. Processing in Medical Imaging, LCNS 2082, pp. 409-415, 2001.
20. H. Kitaoka, J. Reinhardt, Y. Park, H. Shikata, G. McLennan, and E. Hoffman, "Human lung atlas: segmentation, matching, and tracking the airway tree," in Radiology, 221, p. 355, 2001.
21. R. Bajcsy and S. Kovacic, "Multiresolution elastic matching," Comp. Vision, Graphics, and Image Processing 46, pp. 1-21, 1989.
22. D. Collins, T. Peters, and A. Evans, "An automated 3D non-linear image deformation procedure for determination of gross morphometric variability in human brain," in Proc. SPIE Conf. Visual. in Biomed. Comp., 2359, pp. 180-190, 1994.
23. D. Collins, P. Neelin, T. Peters, and A. Evans, "Automatic 3D intersubject registration on MR volumetric data in standardized Talairach space," J. Comput. Assist. Tomogr. 18(2), pp. 192-205, 1994.
24. J. Ashburner, P. Neelin, D. Collins, A. Evans, and K. Friston, "Incorporating prior knowledge into image registration," Neuroimage 6(4), pp. 344-352, 1997.
25. G.E. Christensen, S.C. Joshi, and M.I. Miller, "Volumetric transformation of brain anatomy," IEEE Trans. Medical Imaging 16(6), pp. 864-877, 1997.
26. M. Miller, A. Banerjee, G. Christensen, S. Joshi, N. Khaneja, U. Grenander, and L. Matejic, "Statistical methods in computational anatomy," Statistical Methods in Medical Research 6, pp. 267-299, 1997.
27. B. Carlson, G. Christensen, H. Johnson, and M. Vannier, "Evaluating template bias when synthesizing population averages," in Proc. SPIE Conf. Medical Imaging, 4322, pp. 527-535, 2001.