A. A. Abubakar, . Van-den, . M. Berg-p, and . M. Habashy-t, Application of the multiplicative regularized contrast source inversion method on TM- and TE-polarized experimental Fresnel data, Inverse Problems, vol.21, issue.6, pp.65-80, 2005.
DOI : 10.1088/0266-5611/21/6/S02

A. H. Duchêne-b and . A. Mohammad-djafari, Optical diffraction tomography within a variational Bayesian framework, Inverse Problems in Science and Engineering, 2011.

. K. Belkebir and . Sentenac-a, High-resolution optical diffraction microscopy, Journal of the Optical Society of America A, vol.20, issue.7, pp.1223-1229, 2003.
DOI : 10.1364/JOSAA.20.001223
URL : https://hal.archives-ouvertes.fr/hal-00103805

. Van-den, . M. Berg-p, and . E. Kleinman-r, A contrast source inversion method, Inverse Problems, vol.13, pp.1607-1620, 1997.

. J. Besag, Spatial interaction and the statistical analysis of lattice systems (with discussion), Journal of the Royal Statistical Society B, vol.36, issue.2, pp.192-236, 1974.

. R. Cho-02-]-choudrey, Variational methods for Bayesian independent component analysis, 2002.

C. D. Kress-r, Inverse Acoustic and Electromagnetic Scattering Theory, 1992.

D. A. Beylkin-g, Diffraction tomography using arbitrary sourcereceiver surfaces, Ultrasonic Imaging, vol.6, pp.181-193, 1984.

D. A. Belkebir-k and . Saillard-m, Retrieval of inhomogeneous targets from experimental frequency diversity data, Inverse Problems, vol.21, issue.6, pp.65-80, 2004.

J. B. Duchêne and L. M. , Nonlinear inversions of immersed objects using laboratory-controlled data, Inverse Problems, vol.20, issue.6, pp.81-98, 2004.
DOI : 10.1088/0266-5611/20/6/S06

O. Féron and . A. Mohammad-djafari, Image fusion and joint segmentation using an MCMC algorithm, Journal of Electronic Imaging, vol.14, issue.2, pp.1-12, 2002.

. Geffrin-j.-m, . Sabouroux-p, and . Eyraud-c, Free space experimental scattering database continuation: experimental set-up and measurement precision, Inverse Problems, vol.21, issue.6, pp.117-130, 2005.
DOI : 10.1088/0266-5611/21/6/S09

. C. Gibson-w, The Method of Moments in Electromagnetics, 2007.
DOI : 10.1201/9781420061468

H. G. Van-camp-d, Keeping the neural networks simple by minimizing the description length of the weights, th Annual Conference on Computational Learning Theory, pp.5-13, 1993.

J. S. Jaakkola-t, Bayesian parameter estimation via variational methods, Statistics and Computing, vol.10, issue.1, pp.25-37, 2000.
DOI : 10.1023/A:1008932416310

J. N. Pichot-c and H. , Inverse scattering: An iterative numerical method for electromagnetic imaging, IEEE Transactions on Antennas and Propagation, issue.12, pp.1742-1752, 1991.

J. M. Ghahramani-z and S. S. Jaakkola-t, An introduction to variational methods for graphical models, Machine Learning, pp.183-233, 1999.

. E. Kleinman-r, . Van-den, and . M. Berg-p, A modified gradient method for two- dimensional problems in tomography, Journal of Computational and Applied Mathematics, vol.42, issue.1, pp.17-35, 1992.
DOI : 10.1016/0377-0427(92)90160-Y

L. S. Kullback, On Information and Sufficiency, The Annals of Mathematical Statistics, vol.22, issue.1, pp.79-86, 1951.
DOI : 10.1214/aoms/1177729694

D. D. Lesselier, . T. Sarkar, and . Dir, Buried, 2-D penetrable objects illuminated by linesources: FFT-based iterative computations of the anomalous field Application of Conjugate Gradient Methods to Electromagnetics and Signal Analysis A variational approach for Bayesian blind image deconvolution, IEEE Transactions on Signal Processing, vol.5, issue.8, pp.400-438, 1991.

M. G. Drsek-f, G. H. Girard-j, T. A. , K. D. Belkebir-k, and C. P. Sentenac-a, Experimental demonstration of quantitative imaging beyond Abbe's limit with optical diffraction tomography, Physical Review Letters, vol.102, 2009.

M. G. Mai, . Girard-j, G. H. Drsek-f, T. A. Belkebir-k, and C. P. Sentenac-a, Experimental inversion of optical diffraction tomography data with a nonlinear algorithm in the multiple scattering regime, Journal of Modern Optics, special issue on Digital Optical Microscopy, vol.57, issue.9, pp.746-755, 2010.

M. R. , K. M. , and I. R. Metherell, A new approach to acoustic tomography using diffraction techniques, Acoustical Imaging, pp.615-628, 1980.

O. F. Féron-o and G. , Sampling high-dimensional Gaussian distributions for general linear inverse problems, IEEE Signal Processing Letters, vol.19, issue.5, pp.251-254, 2012.

S. T. and A. E. Rao-s, Conjugate gradient method for the solution of electromagnetic radiation from electrically large and small conducting bodies, IEEE Transactions on Antennas and Propagation, issue.5, pp.635-640, 1986.

. A. Schatzberg and . Devaney-a, Super-resolution in diffraction tomography, Inverse Problems, vol.8, issue.1, pp.149-164, 1992.
DOI : 10.1088/0266-5611/8/1/010

S. M. and K. A. Larsen-l, Limitations of imaging with firstorder diffraction tomography, IEEE Transactions on Microwave Theory and Techniques, vol.32, issue.8, pp.860-874, 1984.

S. L. Duchêne-b and L. D. Kleinman-r, A modified gradient approach to inverse scattering for binary objects in stratified media, Inverse Problems, vol.12, issue.4, pp.463-481, 1996.