Metropolis Monte Carlo for tomographic reconstruction with prior smoothness information

IET Image Processing

Volumn 5, Issue 2, 2011, Pages 198-204

  Barbuzza, R ^a   Clausse, A ^a  

^a UNIVERSIDAD NACIONAL DEL CENTRO DE LA PROVINCIA DE BUENOS AIRES   (Argentina)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE CONTROL; ANGULAR RANGE; DETECTION OF MATERIALS; FEW PROJECTIONS; HOMOGENEOUS REGIONS; LOCAL ENERGY; MEDICAL IMAGES; METROPOLIS MONTE CARLO; METROPOLIS MONTE CARLO ALGORITHMS; NON DESTRUCTIVE TESTING; PIECE-WISE; PRIOR FUNCTIONS; PRIOR INFORMATION; PROJECTION DATA; PROJECTION ERROR; REAL OBJECTS; RECONSTRUCTION PROCESS; TOMOGRAPHIC RECONSTRUCTION;

INDUSTRIAL APPLICATIONS; MONTE CARLO METHODS; NONDESTRUCTIVE EXAMINATION; STAINLESS STEEL;

MEDICAL IMAGING;

EID: 79952331778     PISSN: 17519659     EISSN: None     Source Type: Journal    
DOI: 10.1049/iet-ipr.2010.0124     Document Type: Article

References (17)

1. Herman, G.T.: 'Image reconstruction from projections. The fundamental of computerized tomography', (Academic Press 1980)
2. Winkler, G.: 'Image analysis, random fields and Markov Chain Monte Carlo methods, a mathematical introduction', 2nd(Springer Verlag 2003)
3. Matej, S., Vardi, A., Herman, G., and Vardi, E.: 'Binary tomography using Gibbs Priors', Herman, G.T., Kuba, A., 'Images discrete tomography: foundation, algorithms and application', Birkhauser Boston 1999), p. 191-211
4. Winkler, G., and Liebscher, V.: 'Smoothers for discontinuous signal', J. Nonpar. Stat., 2002, 14, (1-2), p. 203-22210.1080/10485250211388
5. Geman, S., and Geman, D.: 'Stochastic relaxation, Gibbs distributions and the Bayesian restoration of images', IEEE Trans. Pattern Aanal.Mach.e Intell., 1984, 6, p. 721-74110.1109/TPAMI.1984.4767596
6. Chan, T., Herman, G., and Levitan, E.: 'Probabilistic modeling of discrete images', Herman, G.T., Kuba, A., 'Images discrete tomography: foundation, algorithms and application', Birkhauser Boston 1999), p. 214-233
7. Metropolis, N., Rosenbluth, A.W., Rosenbluth, M.N., Teller, A., and Teller, E.: 'Equation of state calculations by fast computing machines', J. Chem. Phys., 1953, 21, p. 1087-109210.1063/1.1699114 0021-9606
8. Gordon, R., and Herman, G.: 'Reconstruction of pictures from their projections, graphics and image processing', Commun. ACM, 1971, 14, (12), p. 759-76410.1145/362919.362925 0001-0782
9. Frieden, B.: 'Image enhancement and restoration', Top. Appl. Phys., 1975, 6, p. 177-249
10. Kirkpatrick, S., Gelatt, C., and Vecchi, M.: 'Optimisation by simulated annealing', Science, 1983, 220, p. 671-67910.1126/science.220.4598.671 0036-8075
11. Kearfott, K., and Scott, E.: 'Simulated annealing image reconstruction method for pinhole aperture single photon emission computed tomography', IEEE Trans. Med. Imaging, 1990, 9, (2), p. 128-14310.1109/42.56337 0278-0062
12. Barbuzza, R., Venere, M., and Clausse, A.: 'Tomographic reconstruction using Heuristic Monte Carlo methods', J. Heuristics, 2007, 13, (3), p. 227-24210.1007/s10732-007-9017-3 1381-1231
13. Ostadi, H., Jiang, K., and Prewett, P.D.: 'Micro/nano X-ray tomography reconstruction fine-tuning using scanning electron microscope images', Micro Nano Lett., 2008, 3, (4), p. 106-10910.1049/mnl:20080030
14. de Bernardi, E., Faggiano, E., Zito, F., and Baselli, G.: 'Region-based maximum likelihood reconstruction for lesion quantification in positron emission tomography', Proc. Fourth IET Int. Conf. on Advances in Medical, Signal and Information Processing, Santa Margherita Ligure, Italy, July 2008, p. 316
15. Potts, R.B.: 'Some generalized order-disorder transitions', Proc. Camb. Phil. Soc., 1952, 48, p. 106-10910.1017/S0305004100027419
16. Huber, P.J.: 'Robust statistics', (John Wiley & Sons 1981)
17. Venere, M., Moreno, C., Clausse, A., Barbuzza, R., and del Fresno, M.: 'Tomographic system based on plasma focus x-rays', Nukleonica, 2001, 46, (1), p. 5-6