Enhancement of chest radiographs using eigenimage processing

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6316, Issue , 2006, Pages

  Bones, Philip J ^a   Butler, Anthony P H ^a   Hurrell, Michael ^b  

^a UNIVERSITY OF CANTERBURY   (New Zealand)

^b CHRISTCHURCH HOSPITAL   (New Zealand)

Author keywords

Eigenanalysis; Null space analysis; Principal components; X ray imaging

Indexed keywords

EIGENVALUES AND EIGENFUNCTIONS; IMAGE ENHANCEMENT; IMAGE PROCESSING; PRINCIPAL COMPONENT ANALYSIS;

EIGENANALYSIS; NULL SPACE ANALYSIS; X-RAY IMAGING;

RADIOGRAPHY;

EID: 33750602934     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.683556     Document Type: Conference Paper

References (15)

1. J. Eng, W. K. Mysko, G. E. R. Weller, R. R. J. N. Gitlin, D. A. Bluemke, D. Magid, G. D. Kelen, and W. W. Scott, "Interpretation of emergency department radiographs: A comparison of emergency medicine physicians with radiologists, residents with faculty, and film with digital display.," American Journal of Roentgenology 175, pp. 1233-1238, 2000.
2. E. J. Potchen, T. G. Cooper, A. E. Sierra, G. R. Aben, M. J. Potchen, M. G. Potter, and J. E. Siebert, "Measuring performance in chest radiography," Radiology 217(217), pp. 456-459, 2000.
3. P. Bones and A. Butler, "Eigen-analysis for classifying chest x-ray images," in Proceedings of the SPIE Vol. 5562 Image Reconstruction from Incomplete Data III, 5562, pp. 88-96, 2004.
4. M. A. Turk and A. P. Pentland, "Face recognition using eigenfaces," IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 586-91, 1991.
5. M. Turk and A. Pentland, "Eigenfaces for recognition," Journal of Cognitive Neuroscience 3(1), pp. 71-86, 1991.
6. G. Strang, Linear Algebra and its Applications, Brooks Cole, 4th ed., c2006.
7. J. P. W. Pluim and J. M. Fitzpatrick, "Image registration," IEEE Transactions on Medical Imaging. 22, pp. 1341-1343, November 2003.
8. A. Pentland, T. Starner, N. Etcoff, A. Masoiu, O. Oliyide, and M. Turk. "Experiments with eigenfaces." in International Joint Conference on Artificial Intelligence, August 1993.
9. L. Luo, M. Swamy, and E. Plotkin, "A modified PCA algorithm for face recognition," in IEEE CCECE 2003. Canadian Conference on Electrical and Computer Engineering. 1, pp. 57-60, 2003.
10. J. E. Jackson, A User's Guide to Principal Components, Wiley-Interscience, John Wiley & Sons, Inc., 1991.
11. J. E. Jackson and R. H. Morris, "An application of multivariate quality control to photographic processing," Journal of the American Statistical Association 52, pp. 186-199. June 1957.
12. R. D. Maesschalck, D. Jouan-Rimbaud, and D. L. Massart, "The mahalanobis distance," Chemometrics and Intelligent Laboratory Systems 50, pp. 1-18, January 2000.
13. S. Shan, W. Gao, X. Chen, and J. Ma, "Novel face recognition based on individual eigensubspaces," in 5th International Conference on Signal Processing Proceedings, 3, pp. 1522-1525, 2000.
14. M. Turk, "A random walk through eigenspace," IEICE Transactions on Information and Systems E84-D, pp. 1586-1595, December 2001.
15. P. Hall, D. Marshall, and R. Martin, "Adding and subtracting eigenspaces with eigenvalue decomposition and singular value decomposition," Image and Vision Computing 20, pp. 1009-1016, December 2002.