Simultaneous reconstruction and registration algorithm for limited view transmission tomography using a multiple cluster approximation to the joint histogram with an anatomical prior

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 5733-5736

  Van De Sompel, Dominique ^a   Brady, Michael ^a  

^a UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION ALGORITHMS; COST FUNCTIONS; GRAPHIC METHODS; PROBABILITY; TOMOGRAPHY;

BAYESIAN PROBABILITY THEORY; EXPLICIT MODELING; MULTIPLE CLUSTERS; REGISTRATION ALGORITHMS; SIMILARITY MEASURE; SIMILARITY METRICS; SIMULTANEOUS RECONSTRUCTION; TRANSMISSION TOMOGRAPHY;

CLUSTERING ALGORITHMS;

EID: 77950976303     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5332591     Document Type: Conference Paper

References (15)

1. B. Nett, J. Tang, S. Leng, and G. Chen. Tomosynthesis via total variation minimization reconstruction and prior image constrained compressed sensing (piccs) on a c-arm system. SPIE, 2008.
2. B. Glocker, N. Komodakis, G. Tziritas, N. Navab, and N. Paragios. Dense image registration through MRFs and efficient linear programming. Medical Image Analysis, 12(6):731-741, 2008.
3. H. Erdogan and J.A. Fessler. Accelerated monotonic algorithms for transmission tomography. In ICIP (2), pages 680-684, 1998.
4. P.J. Huber. Robust Statistics. Wiley, New York, 1981.
5. D.J. Godfrey J.T. Dobbins. Digital x-ray tomosynthesis: current state of the art and clinical potential. Phys. Med. Biol., 45:65-106, 2003.
6. Kak, A. C. and Slaney, M. Principles of Computerized Tomographic Imaging. Society of Industrial and Applied Mathematics, 2001.
7. Y. Mameuda and H. Kudo. New anatomical-prior-based image reconstruction method for pet/spect. NSS Conf Record, 2007.
8. Marroquin, J.L., Santana, E.A., and Botello, S. Hidden markov measure field models for image segmentation. IEEE trans. on Patt. Anal. and Mach. Intell., 25(11):1380-1387, November 2003.
9. J. Nuyts. The use of mutual information and joint entropy for anatomical priors in emission tomography. NSS Conf Record, 2007.
10. S. Somayajula, E. Asma, and R.M. Leahy. Pet image reconstruction using anatomical information through mutual information based priors. Nucl. Sci. Symp. Conference Record, 5:2722-2726, Oct. 2005.
11. Jing Tang, B.M.W. Tsui, and A. Rahmim. Bayesian pet image reconstruction incorporating anato-functional joint entropy. ISBI 2008., pages 1043-1046, May 2008.
12. D. Van de Sompel and M. Brady. Robust incorporation of anatomical priors into limited view transmission tomography using multiple cluster modelling of the joint histogram. In ISBI 2009. Boston, USA.
13. D. Van de Sompel and M. Brady. Robust Joint Entropy Regularization of Limited View Transmission Tomography using Gaussian Approximations to the Joint Histogram. In IPMI 2009. Williamsburg, USA.
14. D. Van de Sompel and M. Brady. Simultaneous reconstruction and registration algorithm for limited view transmission tomography using a single bivariate Gaussian approximation to the joint histogram. In MIUA 2009. London, UK.
15. D. Van de Sompel and M. Brady. Simultaneous reconstruction and segmentation algorithm for limited view transmission tomography. IEEE Transactions on Medical Imaging, 2008. Under revision.