Data consistency based translational motion artifact reduction in fan-beam CT

IEEE Transactions on Medical Imaging

Volumn 25, Issue 6, 2006, Pages 792-803

  Yu, Hengyong ^a,b   Wei, Yuchuan ^b   Hsieh, Jiang ^c   Wang, Ge ^a,b  

^a IEEE   (United States)

^b UNIVERSITY OF IOWA   (United States)

^c GE HEALTHCARE   (United States)

Author keywords

Backprojection filtration; Fan beam; Filtered backprojection; Helgason Ludwig consistency condition; Motion artifacts

Indexed keywords

BACKPROJECTION FILTRATION; FAN-BEAMS; FILTERED BACKPROJECTION; HELGASON-LUDWIG CONSISTENCY CONDITION; MOTION ARTIFACTS;

COMPUTATION THEORY; COMPUTER SIMULATION; DATA ACQUISITION; DATA HANDLING; IMAGE RECONSTRUCTION; OPTICAL RESOLVING POWER;

COMPUTERIZED TOMOGRAPHY;

ALGORITHM; ARTICLE; ARTIFACT; ARTIFICIAL INTELLIGENCE; BRAIN; COMPUTER ASSISTED DIAGNOSIS; FACTUAL DATABASE; IMAGE QUALITY; INFORMATION RETRIEVAL; INSTRUMENTATION; METHODOLOGY; MOVEMENT (PHYSIOLOGY); RADIOGRAPHY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SPIRAL COMPUTER ASSISTED TOMOGRAPHY; THREE DIMENSIONAL IMAGING;

ALGORITHMS; ARTIFACTS; ARTIFICIAL INTELLIGENCE; BRAIN; DATABASES, FACTUAL; IMAGING, THREE-DIMENSIONAL; INFORMATION STORAGE AND RETRIEVAL; MOVEMENT; PHANTOMS, IMAGING; RADIOGRAPHIC IMAGE ENHANCEMENT; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; TOMOGRAPHY, SPIRAL COMPUTED;

EID: 33746617610     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2006.875424     Document Type: Article

References (40)

1. A. Wagner, K. Schicho, and F. Kainberger et al., "Quantification and clinical relevance of head motion during computed tomography," Investigat. Radiol., vol. 38, no. 11, pp. 733-741, 2003.
2. J. Hsieh, Computed Tomography, Principles, Design, Artifacts, and Recent Advances. Bellingham, WA: SPIE, 2003.
3. G. Wang and S. Y. Zhao, Clinical Micro-CT (CMCT) Methods, Techniques and Apparatus Provisional Patent Application, Filing date: November 24, 2004; US Patent Application, Filing date: Nov. 2005.
4. G. Wang, S. H. Zhao, and Y. H. Yu et al., "Design, analysis and simulation for development of the first clinical micro-CT scanner," Academic Radiol., vol. 12, no. 4, pp. 511-525, 2005.
5. Y. Liu, H. Liu, Y. Wang, and G. Wang, "Half-scan cone-beam CT fluoroscopy with multiple sources," Med. Phys., vol. 28, no. 7, pp. 1466-1471, 2001.
6. H. Y. Yu and G. Wang, "Feldkamp-type VOI reconstruction from super-short-scan cone-beam data," Med. Phys., vol. 31, no. 6, pp. 1357-1362, 2004.
7. C. R. Crawford and K. F. King, "Computed-tomography scanning with simultaneous patient translation," Med. Phys., vol. 17, no. 6, pp. 967-982, 1990.
8. N. C. Linney and P. H. Gregson, "Organ motion detection in CT images using opposite rays in fan-beam projection systems," IEEE Trans. Med. Imag., vol. 20, no. 11, pp. 1109-1122, Nov. 2001.
9. W. G. Lu and T. R. Mackie, "Tomographic motion detection and correction directly in sinogram space," Phys., Med., Biol., vol. 47, no. 8, pp. 1267-1284, 2002.
10. S. Roux, L. Desbat, A. Koenig, and P. Grangeat, "Exact reconstruction in 2D dynamic CT: compensation of time-dependent affine deformations," Phys., Med., Biol., vol. 49, no. 11, pp. 2169-2182, 2004.
11. G. Wang and M. W. Vannier, "Preliminary study on helical CT algorithms for patient motion estimation and compensation," IEEE Trans. Med. Imag., vol. 14, no. 2, pp. 205-211, Jun. 1995.
12. C. R. Crawford, K. F. King, C. J. Ritchie, and J. D. Godwin, "Respiratory compensation in projection imaging using a magnification and displacement model," IEEE Trans. Med. Imag., vol. 15, no. 3, pp. 327-332, Jun. 1996.
13. C. J. Ritchie, C. R. Crawford, and J. D. Godwin et al., "Correction of computed tomography motion artifacts using pixel-specific backprojection," IEEE Trans. Med. Imag., vol. 15, no. 3, pp. 333-342, Jun. 1996.
14. C. J. Ritchie, C. R. Crawford, J. D. Godwin, and Y. Kim, "Correction of respiratory motion artifacts in Ct with pixel-specific back projection," Radiology, vol. 185, 1992, p. 271-271.
15. S. Bonnet, A. Koenig, and S. Roux et al., "Dynamic X-ray computed tomography," Proc. IEEE, vol. 91, no. 10, pp. 1574-1587, Oct. 2003.
16. P. Grangeat, A. Koenig, T. Rodet, and S. Bonnet, "Theoretical framework for a dynamic cone-beam reconstruction algorithm based on a dynamic particle model," Phys., Med., Biol., vol. 47, no. 15, pp. 2611-2625, 2002.
17. F. Natterer, The Mathematics of Computerized Tomography. New York: Wiley, 1986.
18. S. Basu and Y. Bresler, "Uniqueness of tomography with unknown view angles," IEEE Trans. Image Process., vol. 9, no. 6, pp. 1094-1106, Jun. 2000.
19. S. Basu and Y. Bresler, "Feasibility of tomography with unknown view angles," IEEE Trans. Image Process., vol. 9, no. 6, pp. 1107-1122, Jun. 2000.
20. H. Y. Yu, X. Q. Mou, and Y. L. Cai, "Calibration of cone beam rotational x-ray image sequence," Chinese J. Electron., vol. 13, no. 3, pp. 424-428, 2004.
21. S. K. Patch, "Consistency conditions upon 3D CT data and the wave equation," Phys., Med., Biol., vol. 47, no. 15, pp. 2637-2650, 2002.
22. S. K. Patch, "Computation of unmeasured third-generation VCT views from measured views," IEEE Trans. Med. Imag., vol. 21, no. 7, pp. 801-813, Jul. 2002.
23. G. H. Chen and S. Leng, "A new data consistency condition for fanbeam projection data," Med. Phys., vol. 32, no. 4, pp. 961-967, 2005.
24. J. D. Pack, F. Noo, and R. Clackdoyle, "Cone-beam reconstruction using the backprojection of locally filtered projections," IEEE Trans. Med. Imag., vol. 24, no. 1, pp. 70-85, Jan. 2005.
25. Y. B. Ye, S. Y. Zhao, H. Y. Yu, and G. Wang, "Exact reconstruction for cone-beam scanning along nonstandard spirals and other curves," Proc. SPIE (Developments in X-Ray Tomography IV), vol. 5535, pp. 293-300, Aug. 4-6, 2004.
26. Y. B. Ye, S. Y. Zhao, H. Y. Yu, and G. Wang, "A general exact reconstruction for cone-beam CT via backprojection-filtration," IEEE Trans. Med. Imag., vol. 24, no. 9, pp. 1190-1198, 2005.
27. S. Y. Zhao, H. Y. Yu, and G. Wang, "A unified framework for exact cone-beam reconstruction formulas," Med. Phys., vol. 32, no. 6, pp. 1712-1721, 2005.
28. T. L. Zhuang, S. Leng, B. E. Nett, and G. H. Chen, "Fan-beam and cone-beam image reconstruction via filtering the backprojection image of differentiated projection data," Phys., Med., Biol., vol. 49, no. 24, pp. 5489-5503, 2004.
29. Y. Zou and X. C. Pan, "Exact image reconstruction on PI-lines from minimum data in helical cone-beam CT," Phys., Med., Biol., vol. 49, no. 6, pp. 941-959, 2004.
30. A. Katsevich, "Theoretically exact filtered backprojection-type inversion algorithm for spiral CT," SIAM Journal on Applied Mathematics, vol. 62, no. 6, pp. 2012-2026, 2002.
31. A. Katsevich, "An improved exact filtered backprojection algorithm for spiral computed tomography," Advances in Applied Mathematics, vol. 32, no. 4, pp. 681-697, 2004.
32. J. D. Pack and F. Noo, "Cone-beam reconstruction using ID filtering along the projection of M-lines," Inverse Problems, vol. 21, no. 4, pp. 1105-1120, 2005.
33. Y. B. Ye and G. Wang, "Filtered backprojection formula for exact image reconstruction from cone-beam data along a general scanning curve," Med. Phys., vol. 32, no. 1, pp. 42-48, 2005.
34. H. Y. Yu, S. Y. Zhao, Y. B. Ye, and G. Wang, "Exact BPF and FBP algorithms for nonstandard saddle curves," Med. Phys., vol. 32, no. 11, pp. 3305-3312, 2005.
35. H. Y. Yu, Y. B. Ye, S. Y. Zhao, and G. Wang, "A backprojection- filtration algorithm for nonstandards piral cone-beam CT with an n-PI-window," Phys., Med., Biol., vol. 50, no. 9, pp. 2099-2111, 2005.
36. H. Y. Yu and G. Wang, "Studies on implementation of the Katsevich algorithm for spiral cone-beam CT," Journal of X-ray Science and Technology, vol. 12, no. 2, pp. 96-117, 2004.
37. F. Noo, M. Defrise, R. Clackdoyle, and H. Kudo, "Image reconstruction from fan-beam projections on less than a short scan," Phys., Med., Biol., vol. 47, no. 14, pp. 2525-2546, 2002.
38. G. Lauritsch and H. Bruder, Head Phantom [Online]. Available: http://www.imp.uni-erlangen.de/phantoms/head/head.html
39. H. Y. Yu, Y. B. Ye, S. Y. Zhao, and G. Wang, "Local ROI reconstruction via generalized FBP and BPF algorithms along more flexible curves," Int. J. Biomed. Imag. (Special Issue on Development of Computed Tomography Algorithms), Article ID: 14989.
40. H. Y. Yu, S. Y. Zhao, and G. Wang, "A differentiable Shepp-Logan phantom and its applications in exact cone-beam CT," Phys., Med., Biol., vol. 50, no. 23, pp. 5573-5581, 2005.