List of Publications of Ali Mohammad-Djafari

Recently accepted or Presented

  1. Adel Mohammadpour and Ali Mohammad-Djafari, On Neyman-Pearson Lemma for Crisp, Random and Fuzzy Hypotheses, Third international workshop on SMPS
  2. Adel Mohammadpour and Ali Mohammad-Djafari, Inference with the Median of a Prior, Entropy 2006, 8[2], 67-87
  3. Mahieddine M. ICHIR and Ali MOHAMMAD-DJAFARI, Hidden Markov Models for Blind Source Separation, IEEE Transactions on Image Processing,
  4. Mahieddine M. ICHIR and Ali MOHAMMAD-DJAFARI, A Mean Field Approximation Approach to Blind Source Separation with Lp Priors, Eusipco 2005, Antalya, Turkey, September 2005.
  5. Mahieddine M. ICHIR and Ali MOHAMMAD-DJAFARI. Hidden Markov Models for Wavelet Image Separation and Denoising, ICASSP, Philapdelphia (USA), March 2005, pp. 205-208.
  6. Ali Mohammad-Djafari and Lionel Robillard, Hierarchical Markovian Models for 3D Computed Tomography in Non Destructive Testing Applications, EUSIPCO 2006, September 4-8, Florence, Italy.
  7. A. Mohammad-Djafari, N. Bali and A. Mohammadpour, Joint dimensionality reduction, classification and segmentation of hyperspectral images (pdf) , ICIP06, October 8-11, Atlanta, GA, USA.
  8. A. Mohammad-Djafari, A. Mohammadpour and N. Bali, Hierarchical Markovian models for hyperspectral image segmentation (pdf) , ICPR06, Aug. 20-24, Hong Gong.
  9. A. Mohammad-Djafari, Bayesian Source Separation: Beyond PCA and ICA (pdf) , (ps.gz) , Invited paper ESANN06.
  10. N. Bali, A. Mohammad-Djafari and A. Mohammadpour, Hierarchical Markovian Models for Joint Classification, Segmentation and Data Reduction of Hyperspectral Images (pdf) , (ps.gz) , ESANN06.
  11. S. Moussaoui, C. Carteret, A. Mohammad-Djafari, O. Caspary, D. Brie and B. Humbert, Approche bayésienne pour l'analyse de mélanges en Spectroscopie, To appear in J. de Chimie, October 2003.
  12. S. Moussaoui, D. Brie, A. Mohammad-Djafari and C. Carteret, Separation of Non-negative Mixture of Non-negative Sources using a Bayesian Approach and MCMC Sampling, accepted IEEE Trans. Signal Processing, July 2004.
  13. O. Féron and A. Mohammad-Djafari, Image fusion and joint segmentation using an MCMC algorithm, To appear in J. of Electronic Imaging, April 2004.
  14. A. Mohammad-Djafari, Bayesian inference for inverse problems in signal and image processing and applications, (abstract) , (slides) , invited talk 7th Iranian Statistical Conference, August 23-25, 2004, Allameh Tabatabaie University, Tehran, Iran.
  15. A. Mohammad-Djafari, A Bayesian classification approach to change points detection in time series, (abstract) , (slides) , invited talk 7th Iranian Statistical Conference, August 23-25, 2004, Allameh Tabatabaie University, Tehran, Iran.
  16. A. Mohammad-Djafari and A. Mohammadpour On the estimation of a parameter with incomplete knowledge on a nuisance parameter , (slides) presented at MaxEnt04, 25-30 July 2004, Max-Planck Institiute, Garching,Munich, Germany.
  17. A. Mohammadpour, O. Féron and A. Mohammad-Djafari, Bayesian segmentation of hyperspectral images, presented at MaxEnt04, 25-30 July 2004, Max-Planck Institiute, Garching,Munich, Germany.
  18. O. Féron and A. Mohammad-Djafari, Reconstruction of piecewise homogeneous images from partial knowledge of their Fourier Transform, presented at MaxEnt04, 25-30 July 2004, Max-Planck Institiute, Garching,Munich, Germany.
  19. P. Brault and A. Mohammad-Djafari, Bayesian Wavelet Domain Segmentation, presented at MaxEnt04, 25-30 July 2004, Max-Planck Institiute, Garching,Munich, Germany.
  20. S. Moussaoui, D. Brie, C. Carteret and A. Mohammad-Djafari, Application of Bayesian Non-negative Source Separation to Mixture Analysis in Spectroscopy, presented at MaxEnt04, 25-30 July 2004, Max-Planck Institiute, Garching,Munich, Germany.
  21. A. Mohammad-Djafari, Bayesian image processing, invited talk Fifth Int. Conf. on Modelling, Computation and Optimization in Information Systems and Management Sciences (MCO 2004), July 1-3, 2004, Metz, France. (Slides)
  22. A. Mohammad-Djafari Bayesian Data and Image Fusion (abstract) , invited talk Int. Workshop on Computer Vision, April 26-30, 2004, Institute for Studies in Theoretical Physics and Mathematics (IPM), Tehran, Iran.
  23. S. Moussaoui, D. Brie, O. Caspary and A. Mohammad-Djafari, A Bayesian method for positive source separation, accepted ICASSP04, October 2003.
  24. A. Mohammad-Djafari Bayesian Blind Source Separation (abstract) , invited talk Int. Workshop on Computer Vision, April 26-30, 2004, Institute for Studies in Theoretical Physics and Mathematics (IPM), Tehran, Iran.
  25. A. Mohammad-Djafari Bayesian change point analysis of time series (abstract) , invited talk Int. Workshop on Computer Vision, April 26-30, 2004, Institute for Studies in Theoretical Physics and Mathematics (IPM), Tehran, Iran.
  26. A. Mohammadpour, A. Mohammad-Djafari, An Alternative Criterion to Likelihood for Parameter Estimation Accounting for Prior Information on Nuisance Parameter, presented 2nd International Conference on Soft Methods in Probability and Statistics, Sept. 2-4, 2004, Spain, Appeared in Soft Methodology and Random Information Systems, Springer, pp. 575-580.
  27. H. Snoussi and A. Mohammad-Djafari, Fast joint separation and segmentation of mixed images, To appear in J. of Electronic Imaging 13 (2), April 2004.
  28. Ch. Soussen and A. Mohammad-Djafari, Polygonal and Polyhedral Contour Reconstruction in Computed Tomography, IEEE Trans. on Image Processing, Vol. 13, no. 11, pp: 1507-1523, Nov. 2004.
  29. (IEEE preprint version)
  30. Charles Soussen and Ali Mohammad-Djafari, Closed surface reconstruction in X-ray tomography, IEEE Conference on Image Processing (Octobre 2001).
  31. A. Mohammad-Djafari and O. Féron A Bayesian approach to change point analysis of discrete time series , Presented at Int. Symposium on Emerging Strategies for Improving Productivity, Quality & Reliability, 12-14 December. 2003, Kolkata, India. slides
  32. H. Snoussi and A. Mohammad-Djafari, Rao Blackwell approximation for fast MCMC implementation of Bayesian blind source separation problems, slides Presented at Int. Symposium on Recent Advances in Mathematics and its Applications (ISRAMA 2003), 20-22 December. 2003, Calcutta Mathematical Society, Salt Lake city, Kolkata, India.
  33. O. Féron and A. Mohammad-Djafari, A Hidden Markov model for Bayesian fusion of multivariate signals, Presented at Fifth Int. Triennial Calcutta Symposium on Probability and Statistics, 28-31 December. 2003, Dept. of Statistics, Calcutta University, Kolkata, India. Slides
  34. A. Mohammad-Djafari, Bayesian approach for inverse problems in optics, Presented SPIE, Optical Information Systems, aug. 2003, San Diego, USA.
  35. M. Ichir and A. Mohammad-Djafari, Wavelet Domain Blind Image Separation, Presented SPIE, Mathematical Modeling, Wavelets X, aug. 2003, San Diego, USA.
  36. A. Mohammad-Djafari, Fusion bayésienne de données en imagerie X et ultrasonore, Presented GRETSI03, sept. 2003, Paris, France.
  37. A. Mohammad-Djafari, B. Duchêne et A. Joisel, Une nouvelle méthode d'inversion pour les problèmes de synthèse de Fourier en imagerie, Presented GRETSI03, sept. 2003, Paris, France.
  38. M. Ichir and A. Mohammad-Djafari, Séparation de sources modélisées par des ondelettes, GRETSI03, sept. 2003, Paris, France.
  39. A. Mohammadpour, A. Mohammad-Djafari, An alternate inference tool to total probability formula and its application, Presented MaxEnt23, aug. 2003, Jackson Hole, WY, USA.
  40. M. Ichir and A. Mohammad-Djafari, Gaussian Mixture Model for Source Separation in Wavelet Domaine, Presented MaxEnt23, aug. 2003, Jackson Hole, WY, USA.
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