Relaxed ordered subsets algorithm for image restoration of confocal microscopy

Proceedings - International Symposium on Biomedical Imaging

Volumn 2002-January, Issue , 2002, Pages 1051-1054

  Sotthivirat, Saowapak ^a   Fessier, Jeffrey A ^a  

^a UNIVERSITY OF MICHIGAN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA ACQUISITION; IMAGE ACQUISITION; IMAGE PROCESSING; IMAGE RECONSTRUCTION; IMAGE SEGMENTATION; MAXIMUM PRINCIPLE; MEDICAL IMAGING; RESTORATION; SET THEORY; TOMOGRAPHY;

EM ALGORITHMS; EXPECTATION-MAXIMIZATION ALGORITHMS; FAST CONVERGENCE; IMAGE RECOVERY; OPTIMAL POINTS; ORDERED SUBSETS; PIXEL LOCATION; PROJECTION ANGLES;

ALGORITHMS;

EID: 0041608001     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2002.1029445     Document Type: Conference Paper

References (12)

1. A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum Likelihood from Incomplete Data via the EM Algorithm," J. Roy. Stat. Soc. B, Vol. 39, pp. 1-38, 1977.
2. A. R. De Pierro, "A Modified Expectation Maximization Algorithm for Penalized Likelihood Estimation in Emission Tomography," IEEE Trans. Med. Imaging, Vol. 14, no. 1, pp. 132-137, March 1995.
3. H. M. Hudson and R. S. Larkin, "Accelerated image reconstruction using ordered subsets of projection data," IEEE Trans. Medical Imaging, vol. 13, no. 4, pp. 601-609, December 1994.
4. J. A. Browne and A. R. De Pierro, "A row-action alternative to the EM algorithm for maximizing likelihoods in emission tomography," IEEE Trans. Med. Imaging, Vol. 15, no. 5, pp. 687-699, October 1996.
5. A. R. De Pierro and M. E. B. Yamagishi, "Fast EM-like methods for maximum 'a posteriori' estimates in emission tomography," IEEE Trans. Med. Imaging, Vol. 20, no. 4, pp. 280-288, April 2001.
6. S, Ahn and J. A. Fessier, "Globally convergent ordered subsets algorithms. Application to tomography" in Proc. IEEE NUC. Sci. Symp. Med. Im. Conf., 2001.
7. J. A. Fessier and H. Erdogan, "A Paraboloidal Surrogates Algorithm for Convergent Penalized-Likejihood Emission Image Reconstruction," IEEE Nuc. Sci. Symp. and Med. Im. Conf., Vol. 2, pp. 1132-1135, 1998.
8. H. Erdogan and J. A. Fessier, "Monotonie Algorithms for Transmission Tomography," IEEE Trans. Med. Imaging, Vol. 18, no. 9, pp, 801-814, September 1999.
9. H. Erdogan, G. Gualtieri, and J. A. Fessier, "An Ordered Subsets Algorithm for Transmission Tomography," Phys. Med Biol., Vol. 44, no. 11, pp. 2835-51, November 1999.
10. M. Bertero and P. Boccacci, "Application of the osem method to the restoration of LBT images," Astron. Astmphys. Suppl. Ser., Vol. 144, no. 1, pp. 181-186, May 2000.
11. The XCOSM deconvolution package [Online], Available: http://3dmicroscopy.wustl.edu/xcosm/.
12. K. Lange, "Convergence of EM Image Reconstruction Algorithms with Gibbs Smoothing," IEEE Trans. Med. Imaging, Vol. 9, no. 4, pp. 439-446, December 1990.