1. [ROBI-98b] M. Robini. Inversion bayesienne et algorithmes stochastiques de types recuit. Application à la restauration d'images et à la recontruction 3-D à partir d'un nombre très limité de projections. Doctorat, INSA Lyon, 1998. Jury: Barlaud M. (rap.), Chassery J.M., Geman D. (rap.), Jousselin A., Magnin I.E. (dir.), Preteux F. (rap.) et Prost R.

1. [FRIN-10] C. Frindel, M. Robini, P. Croisille, and Y. M. Zhu. A graph-based approach for automatic cardiac tractography. Magn Reson Med, 64(4):1215-1229, 2010.



2. [ROBI-10] M. Robini and I.E. Magnin. Optimization by stochastic continuation. SIAM J Imaging Sci, pp in press, 2010.



3. [BAO-09] L.J. Bao, Y.M. Zhu, W.Y. Liu, P. Croisille, Z.B. Pu, M. Robini, and I.E. Magnin. Denoising of human cardiac diffusion tensor magnetic resonance images using sparse representation combined with segmentation. Phys Med Biol, 54:1435-1456, 2009.



4. [FRIN-09] C. Frindel, M. Robini, P. Croisille, and Y. M. Zhu. Comparison of regularization methods for human cardiac diffusion tensor MRI. Med Image Anal, 13:405-418, 2009.



5. [ROBI-07b] M. Robini, A. Lachal, and I.E. Magnin. A Stochastic Continuation Approach to Piecewise Constant Reconstruction. IEEE Trans Image Proces, 16(10):2576-2589, 2007.



6. [ROBI-07] M. Robini and I.E. Magnin. Radiographic Testing of Anomalies in Thick Metal Components: Fitting the Standard Line-Integral Model. IEEE Trans Nucl Sci, 54(4):1285-1297, 2007.



7. [YANK-07] J. Yankam-Njiwa, Y.M. Zhu, M. Robini, and I.E. Magnin. Magnetic resonance image reconstruction analytic image representation. Nucl Instr Meth Phys Res A, 571(1-2):73-76, 2007.



8. [ROBI-03] M. Robini and I.E. Magnin. Stochastic nonlinear image restoration using the wavelet transform. IEEE Trans Image Proces, 12(8):890-905, 2003.



9. [BOUK-02] D. Boukerroui, A. Noble, M. Robini, and J.M. Brady. Enhancement of contrast regions in sub-optimal ultrasound images with application to echocardiography. Ultrasound Med Biol, 27(12):1583-1594, 2002.



10. [ROBI-02] M. Robini, Y. Bresler, and I.E. Magnin. On the convergence of Metropolis-type and annealing with constraints. Probab Eng Inform Sc, 4:427-452, 2002.



11. [ROBI-99b] M. Robini, T. Rastello, and I.E. Magnin. Simulated annealing, acceleration techniques and image restoration. IEEE Trans Image Proces, 8(10):1374-1387, 1999.



12. [ROBI-97a] M. Robini, I.E. Magnin, H. Benoit-Cattin, and A. Baskurt. Two dimensional ultrasonic flaw detection based on the wavelet packet transform. IEEE Trans Ultrason Ferroelectr Freq Control, 44(6):1382-1394, 1997.



13. [DITT-95] A. Dittmar, H. Rada, G. Delhomme, E. Verney-Maury, C. Collet, R. Roure, R. Unterreiner, M. Robini, and C. Delemer. A multi-sensor system for the non-invasivemeasurement of the activity of autonomic nervous system. Sens Actuators B, 27(1-3):461-464, 1995.

1. [ROBI-10b] M. Robini and J.-P. Labruyère. Efficient implicit smoothing of contour lines for image reconstruction. In 5th SIAM conf. on Imaging Science, Chicago (Illinois), pages 100, 2010.



2. [FRIN-09a] C. Frindel, S. Rapacchi, M. Robini, H. Wen, M. Viallon, L. Fanton, and P. Croisille. In vivo cardiac NMR Diffusion Weighted Imaging (DWI) for the human heart : improved quantification of FA and MD by edge-preserving regularization. In Proc. Intl. Soc. Mag. Reson. Med. 17, Honolulu, HI, pages 3771, April 2009.



3. [FRIN-09b] C. Frindel, M. Robini, P. Croisille, and Y.M. Zhu. Cardiac Fibre Trace Clustering for the interpretation of the Human Heart Architecture. In Proc. 4th Int. Conf. FIMH, Nice, France, pages 39-48, June 2009.



4. [FRIN-09c] C. Frindel, M. Robini, P. Croisille, and Y.-M. Zhu. Improved global cardiac tractography by simulated annealing. In Proc. 16th Int. Conf. IEEE ICIP, Cairo, Egypt, pages 813-816, November 2009.



5. [ROBI-09] M. Robini, P.-J. Viverge, Y.-M. Zhu, and I.E. Magnin. Edge-preserving image reconstruction with wavelet-domain edge continuation. In Proc. 6th Int. Conf. Image Analysis and Recognition, Halifax, Canada, pages 13-22, July 2009.



6. [STEPH-09] E. Stephant, C. Frindel, M. Robini, L. Fanton, M. Viallon, and P. Croisille. Analytic description of MR diffusion indices in ex-vivo human hypertrophic cardiomyopathy. In Proc. Intl. Soc. Mag. Reson. Med. 17, Honolulu, HI, pages 3588, April 2009.



7. [FRIN-08] C. Frindel, P. Gueth, P. Clarysse, Y.M. Zhu, and M. Robini. A global approach to cardiac tractography. In Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on, pages 883-886, May 2008.



8. [ROBI-08] M. Robini and I. Magnin. Stochastic continuation. In 4th SIAM conf. on Imaging Science, San Diego (California), pages 134, 2008.



9. [BAO-07] L. Bao, Y.M. Zhu, W.Y. Liu, M. Robini, Z. Pu, and I.E. Magnin. Analysis of cardiac diffusion tensor magnetic resonance images using sparse representation. In Proc. 29th Int. Conf. IEEE EMBS, Lyon, France, pages 4516-4519, 2007.



10. [FRIN-07] C. Frindel, M. Robini, S. Rapacchi, E. Stephant, Y.M. Zhu, and P. Croisille. Towards in vivo diffusion tensor MRI on human heart using edge-preserving regularization. In Proc. 29th Int. Conf. IEEE EMBS, Lyon, France, pages 6007-6010, 2007.



11. [ROBI-07a] M. Robini and I.E. Magnin. Stochastic Continuation. Opening new horizons to solving difficult optimization problems. In Proc. 14th IEEE Workshop on Statistical Signal Processing, Madison, Wisconsin, pages 264-268, 2007.



12. [ROBI-06b] M. Robini, J.P. Labruyere, and I.E. Magnin. Radiographic inspection of thick metal components, Part I: fitting the standard linear image formation model. In IEEE Nuclear Science Symposium, volume 2, San Diego, CA, pages 964-968, 2006.



13. [ROBI-06c] M. Robini, J.P. Labruyere, and I.E. Magnin. Radiographic inspection of thick metal components, Part II: a new stochastic approach to 3-D reconstruction. In IEEE Nuclear Science Symposium, volume 2, San Diego, CA, pages 973-977, 2006.



14. [ROBI-06] M. Robini and I.E. Magnin. Piecewise constant reconstruction using a stochastic continuation approach. In IEEE Int. Symp. Signal Processing and Information Technology, Vancouver, Canada, pages 874-878, 2006.



15. [NJIWA-06] J. Yankam-Njiwa, Y.M. Zhu, M. Robini, J.H. Luo, and I.E. Magnin. Image reconstruction from partial k-space using the notion of analytic image. In Int. Conf. Signal Processing, Guilin, R.P. China, pages 994-997, 2006.



16. [YANK-06a] J. Yankam-Njiwa, Y.M. Zhu, M. Robini, and I.E. Magnin. Magnetic resonance image reconstruction using the notion of analytic image. In EUROMEDIM Conference(Euromedim 2006), Marseille, France, pages 73-76, May 2006.



17. [NEYR-05] B. Neyran, S. Carme, M. Wiart, M. Robini, and E. Canet-Soulas. Mapping myocardial perfusion with an intravascular MR contrast agent, a robust estimation by a spatially constrained approach. In Computers in Cardiology, Lyon, France, pages 407-410, 2005.



18. [JARR-03] A. Jarrot, H. Liebgott, P. Delachartre, and M. Robini. Edge-Preserving reconstruction for Young's modulus recovery from ultrasonic data. In IEEE Ultrasonics Symposium, Honolulu, Hawaii, USA, pages 1919-1922, 2003.



19. [ROBI-99] M. Robini and I.E. Magnin. 3-D reconstruction from a few radiographs using the Metropolis dynamics with annealing. In IEEE International Conference on Image Processing ICIP'99, volume III of IEEE Int Conf Imag Process, Kobe, Japan, pages 876-880, 1999.



20. [ROBI-98] M. Robini and I.E. Magnin. Simulated annealing based shift-variant image restoration using the multiresolution wavelet transform. In IEEE Int. Conf. Image Processing, volume 1 of IEEE Int Conf Imag Process, Chicago, Illinois, USA, pages 560-564, 1998.



21. [GORC-97d] J.M. Gorce, D. Friboulet, M. Robini, B. Bijnens, and I.E. Magnin. Analysis of RF signals in echographic images using a regularized autoregressive model. In Proceedings 11th Int Conf on Computer Assisted Radiology, Berlin, Germany, pages 981, 1997.



22. [GORC-97b] J.M. Gorce, D. Friboulet, M. Robini, B. Bijnens, and I.E. Magnin. Regularized autoregressive model preserving spatial discontinuities for analysis of radio-frequency signals in echographic images. In 6e Colloque GRETSI, Grenoble, France, pages 1363-1366, 1997.



23. [ROBI-97b] M. Robini, T. Rastello, D. Vray, and I.E. Magnin. Space-variant deconvolution for synthetic aperture imaging using simulated annealing. In IEEE Int Conf Image Processing, volume 1 of IEEE Int Conf Imag Process, Santa Barbara, California, USA, pages 432-435, 1997.



24. [ROBI-95b] M. Robini, I.E. Magnin, H. Benoit-Cattin, and A. Baskurt. Application of the wavelet packet transform to flaw detection in ultrasound B-scans. In IEEE Ultrasonics Symposium, volume 1 of IEEE Ultrasonics Symposium, Seattle, Washington, USA, pages 747-750, 1995.



25. [ROBI-95a] M. Robini, I.E. Magnin, and B. Lavayssière. Wavelet packets based flaw detection in Ultrasonic B-scan images. In International Conference on Quality Control by Artificial Vision, Le Creusot, France, pages 37-47, 1995.

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