A task-specific evaluation of three-dimensional image interpolation techniques

IEEE Transactions on Medical Imaging

Volumn 18, Issue 2, 1999, Pages 137-143

  Grevera, George J ^a   Udupa, Jayaram K ^a   Miki, Yukio ^a  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

Computer aided diagnosis; Image interpolation; Multidimensional image processing; Three dimensional imaging

Indexed keywords

ARTICLE; BRAIN; COMPARATIVE STUDY; HUMAN; IMAGE PROCESSING; METHODOLOGY; MULTIPLE SCLEROSIS; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; SENSITIVITY AND SPECIFICITY;

BRAIN; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MULTIPLE SCLEROSIS; SENSITIVITY AND SPECIFICITY;

COMPUTER AIDED DIAGNOSIS; IMAGE ANALYSIS; INTERPOLATION;

THREE DIMENSIONAL IMAGE INTERPOLATION;

MEDICAL IMAGING;

EID: 0032587467     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/42.759116     Document Type: Article

References (17)

1. M. A. van Buchem, J. K. Udupa, F. H. Heyning, M. P. Boncoeur-Martel, Y. Miki, J. C. McGowan, D. L. Kolson, M. Polansky, and R. I. Grossman, "Quantitation of macroscopic and microscopic cerebral disease burden in multiple sclerosis," Am. J. Neuroradiology, vol. 18, pp. 1287-1290, 1997.
2. M. A. van Buchem, R. I. Grossman, Y. Miki, J. K. Udupa, M. Polansky, and J. C. McGowan, "Correlation of volumetric magnetization transfer imaging with clinical data in MS," Neurology, vol. 50, pp. 1609-1617, 1998.
3. D. Eberly, R. B. Gardner, B. S. Morse, S. M. Pizer, and C. Scharlach, "Ridges for image analysis," J. Math. Imag. Vision, vol. 4, pp. 351-371, 1994.
4. A. Goshtasby, D. A. Turner, and L. V. Ackerman, "Matching tomographic slices for interpolation," IEEE Trans. Med. Imag., vol. 11, pp. 507-516, Dec. 1992.
5. G. J. Grevera and J. K. Udupa, "Shape-based interpolation of multidimensional grey-level images," IEEE Trans. Med. Imag., vol. 15, pp. 881-892, Dec. 1996.
6. _, "An objective comparison of 3-D image interpolation methods," IEEE Trans. Med. Mag., vol. 17, pp. 642-652, Aug. 1998.
7. G. T. Herman, J. Zheng, and C. A. Bucholtz, "Shape-based interpolation," IEEE Comput. Graphics Appl., vol. 12, pp. 69-79, May 1992.
8. W. E. Higgins, C. Morice, and E. L. Ritman, "Shape-based interpolation of tree-like structures in three-dimensional images," IEEE Trans. Med. Mag., vol. 12, no. 3, pp. 439-450, Sept. 1993.
9. Y. Miki, R. I. Grossman, S. Samarasekera, J. K. Udupa, M. A. van Buchem, B. S. Cooney, S. N. Pollack, D. K. Kolson, M. Polansky, and L. J. Mannon, "Clinical correlation of computer assisted enhancing lesion quantification in multiple sclerosis," Am. J. Neuroradiology, vol. 18, pp. 705-710, 1997.
10. Y. Miki, R. I. Grossman, J. K. Udupa, L. Wei, D. L. Kolson, and L. J. Mannon, "Isolated U-fiber involvement in multiple sclerosis: Preliminary observations," Neurology, vol. 50, pp. 1301-1306, 1998.
11. Y. Miki, R. I. Grossman, J. K. Udupa, M. A. van Buchem, L. Wei, M. D. Phillips, U. Patel, J. C. McGowan, and D. L. Kolson, "T2-lesion volume, enhancing lesion volume, whole brain magnetization ratio histogram peak height, % brain volume, and expanded disability status scale: Difference in cross-sectional correlations between relapsing remitting and chronic progressive multiple sclerosis," Radiology, to be published.
12. M. Phillips, R. I. Grossman, Y. Miki, L. Wei, D. L. Kolson, M. A. van Buchem, M. Polansky, and J. K. Udupa, "Correlation of T2 lesion volume and MTR histogram analysis and atrophy and measures of lesion burden in patients with multiple sclerosis," Am. J. Neuroradiology, vol. 19. pp. 1055-1060, 1998.
13. W. K. Pratt, Digital Image Processing. New York: Wiley, 1991.
14. W. H. Press, S. A. Teukolsky, W. T. Vetterling, and B. P. Flannery, Numerical Recipes in C. New York: Cambridge Univ. Press, 1992.
15. S. P. Raya and J. K. Udupa, "Shape-based interpolation of multidimensional objects," IEEE Trans. Med. Imag., vol. 9, pp. 32-42, Mar. 1990.
16. M. R. Stytz and R. W. Parrott, "Using Kriging for 3D medical imaging," Computerized Med. Mag. Graphics, vol. 17, no. 6, pp. 421-442, 1993.
17. J. K. Udupa, L. Wei, S. Samarasekera, Y. Miki, M. A. van Buchem, and R. I. Grossman, "multiple sclerosis lesion quantification using fuzzy connectedness principles," IEEE Trans. Med. Mag., vol. 16, pp. 598-609, Oct. 1997.