Journal Papers

Journal papers (with PDF)

1. S. Fortunati, A. Renaux and F. Pascal, "Robust Semiparametric Efficient Estimators in Complex Elliptically Symmetric Distributions",  Signal Processing, IEEE Transactions on, 68, 5003-5015, 2020. [pdf]


2. G. Draskovic, A. Breloy and F. Pascal, "On the performance of robust plug-in detectors using M-estimators",  Signal Processing, 167, 107282, 2020. [pdf]


3. E. Jay, T. Soler, E. Terreaux, J.-P. Ovarlez, F. Pascal, P. De Peretti, and C. Chorro, "Improving portfolios global performance using a cleaned and robust covariance matrix estimate", Soft Computing, 1-12, 2020. [pdf]


4. A. Combernoux, F. Pascal, G. Ginolhac and M. Lesturgie, "Theoretical Performance of Low Rank Adaptive Filters in the Large Dimensional Regime", Aerospace and Electronic Systems, IEEE Transactions on, 2019. [pdf]


5. G. Draskovic, A. Breloy and F. Pascal, "On the asymptotics of Maronna's robust PCA",  Signal Processing, 67(19), 4964-4975, 2019. [pdf]


6. A. Combernoux, F. Pascal and G. Ginolhac, "Performance of the LR-ANMF Tests Under a Large Dimension Regime", Aerospace and Electronic Systems, IEEE Transactions on, 55(1), 459-468, 2019. [pdf]


7. G. Draskovic, F. Pascal and F. Tupin, "M-NL: Robust NL-Means Approach for PolSAR Image Denoising",  IEEE Geoscience and Remote Sensing Letters, 2019. [pdf]


8. G. Draskovic and F. Pascal, "New insights into the statistical properties of M-estimators",  Signal Processing, IEEE Transactions on, 66(16), 4253-4263, 2018. [pdf]


9. F. Brigui, M. Boizard, G. Ginolhac, and F. Pascal, “New Low-Rank Filters for STAP-MIMO based on an Orthogonal Tensorial Decomposition”, Aerospace and Electronic Systems, IEEE Transactions on, 53(3), 1208-1220, 2018. [pdf]


10. A. Kammoun, R. Couillet, F. Pascal, and M.-S. Alouini, “Optimal Design of the Adaptive Normalized Matched Filter Detector using Regularized Tyler Estimators”, Aerospace and Electronic Systems, IEEE Transactions on, 54(2), 755-769, 2018. [pdf]


11. J. Frontera-Pons, F. Pascal, and J.-P. Ovarlez, “Adaptive non-Zero Mean Gaussian Detection”, Geoscience and Remote Sensing, IEEE Transactions on, 55(2), 1117 –1124, 2017. [pdf]


12. F. Vincent, F. Pascal, and O. Besson, “A bias-compensated MUSIC for small number of samples”, Signal Processing, 138 (Supplement C), 117 –120, 2017. [pdf]


13. J. Frontera-Pons, J.-P. Ovarlez, and F. Pascal, “Robust ANMF detection in non-centered impulsive background”, Signal Processing Letters, IEEE, 24(12), 1891–1895, 2017. [pdf]


14. J. Prendes, M. Chabert, F. Pascal, A. Giros, and J.-Y. Tourneret, ''A Bayesian Nonparametric Model Coupled with a Markov Random Field for Change Detection in Heterogeneous Remote Sensing Images", SIAM Journal on Imaging Sciences, 9(4), 1889-1921, 2016. [pdf]


15. A. Breloy, G. Ginolhac, F. Pascal, and P. Forster, "Robust Covariance Matrix Estimation in Heterogeneous Low Rank Context", Signal Processing, IEEE Transactions on, 64(22), 5794-5806, 2016. [pdf]


16. Y. Sun, A. Breloy, P. Babu, D. Palomar, F. Pascal, and G. Ginolhac, "Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems", Signal Processing, IEEE Transactions on, 64(8), 1986-1998, 2016. [pdf]


17. A. Kammoun, R. Couillet, F. Pascal, and M.-S. Alouini, "Convergence and fluctuations of Regularized Tyler estimators", Signal Processing, IEEE Transactions on, 64(4), 1048-1060, 2016. [arXiv]


18. R. Couillet, A. Kammoun, and F. Pascal, "Second order statistics of robust estimators of scatter. Application to GLRT detection for elliptical signals.", Journal of Multivariate Analysis, 143, 249-274, 2016. [pdf]


19. J. Frontera-Pons, M. Veganzones, F. Pascal, and J.-P. Ovarlez, "Hyperspectral Anomaly Detectors using Robust Estimators", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 9(2), 720–731, 2016. [pdf]


20. F. Pascal and A. Kammoun, "Robust random matrix theory and applications to radar detection", Traitement du Signal, 33(2-3), 321–349, 2016. [preprint]


21. A. Breloy, G. Ginolhac, F. Pascal, and P. Forster, "Clutter Subspace Estimation in Low Rank Heterogeneous Noise Context", Signal Processing, IEEE Transactions on, 23(9), 2173-2182, 2015. [pdf]


22. Y. Chitour, R. Couillet, and F. Pascal, "On the Convergence of Maronna’s M-Estimators of Scatter", Signal Processing Letters, IEEE, 22(6), 709–712, 2015. [pdf]


23. R. Couillet, F. Pascal, and J. W. Silverstein, "The Random Matrix Regime of Maronna’s M- estimator with elliptically distributed samples", Journal of Multivariate Analysis, 139, 56–78, 2015. [pdf]


24. J. Prendes, M. Chabert, F. Pascal, A. Giros, and J. Tourneret, "A New Multivariate Statistical Model for Change Detection in Images Acquired by Homogeneous and Heterogeneous Sensors", Image Processing, IEEE Transactions on, 24(3), 799–812, 2015. [pdf]


25. J. Prendes, M. Chabert, F. Pascal, A. Giros, and J.-Y. Tourneret, "Performance assessment of a recent change detection method for homogeneous and heterogeneous images", Revue Française de Photogrammétrie et de Télédétection, (209), 23–29, 2015. [pdf]


26. M. Boizard, G. Ginolhac, F. Pascal, and P. Forster, "Low-Rank filter and detector for multidimensional data based on an alternative unfolding HOSVD: application to polarimetric STAP", EURASIP Journal on Advances in Signal Processing, 119, 2014. [pdf]


27. R. Couillet, F. Pascal, and J. Silverstein, "Robust Estimates of Covariance Matrices in the Large Dimensional Regime", Information Theory, IEEE Transactions on, 60(11), 7269–7278, 2014. [pdf]


28. G. Ginolhac, P. Forster, F. Pascal, and J.-P. Ovarlez, "Exploiting Persymmetry for Low-Rank Space-Time Adaptive Processing", Signal Processing, 97, 242–251, 2014. [pdf]


29. F. Pascal, Y. Chitour, and Y. Quek, "Generalized Robust Shrinkage Estimator and its Application to STAP Detection Problem", Signal Processing, IEEE Transactions on, 62(21), 5640– 5651, 2014. [pdf]


30. G. Ginolhac, P. Forster, F. Pascal, and J.-P. Ovarlez, "Performance of two Low-Rank STAP Filters in a Heterogeneous Noise", Signal Processing, IEEE Transactions on, 61(1), 57–61, 2013. [pdf]


31. M. Mahot, F. Pascal, P. Forster, and J.-P. Ovarlez, "Asymptotic Properties of Robust Complex Covariance Matrix Estimates", Signal Processing, IEEE Transactions on, 61(13), 3348–3356, 2013. [pdf]


32. F. Pascal, L. Bombrun, J.-Y. Tourneret, and Y. Berthoumieu, "Parameter Estimation for Multivariate Generalized Gaussian Distributions", Signal Processing, IEEE Transactions on, 61(23), 5960–5971, 2013. [pdf]


33. G. Ginolhac, P. Forster, F. Pascal, and J.-P. Ovarlez, "Derivation of the Bias of the Normalized Sample Covariance Matrix in a Heterogeneous Noise with Application to Low Rank STAP Filter", Signal Processing, IEEE Transactions on, 60(1), 514–518, 2012. [pdf]


34. P. Formont, F. Pascal, G. Vasile, J.-P. Ovarlez, and L. Ferro-Famil, "Statistical Classification for Heterogeneous Polarimetric SAR Images", Selected Topics in Signal Processing, IEEE Journal of, 5(3), 567–576, June 2011. [pdf] 


35. G. Ginolhac, P. Forster, J.-P. Ovarlez, and F. Pascal, “STAP à Rand Réduit, Robuste et Persymétrique”, Traitement du Signal, 28(1-2), Numéro Spécial : Traitements Spatio- Temporels Adaptatifs (STAP), 143–170, 2011. [pdf]


36. J.-P. Ovarlez, F. Pascal, P. Forster, G. Ginolhac, and M. Mahot, “Traitement STAP et Modélisation SIRV : Robustesse et Persymétrie”, Traitement du Signal, 28(1-2), Numéro Spécial : Traitements Spatio-Temporels Adaptatifs (STAP), 113–142, 2011. [pdf]


37. G. Pailloux, P. Forster, J.-P. Ovarlez, and F. Pascal, "Persymmetric Adaptive Radar Detectors", Aerospace and Electronic Systems, IEEE Transactions on, 47(4), 2376–2390, Oct. 2011. [pdf]


38. G. Vasile, F. Pascal, J.-P. Ovarlez, P. Formont, and M. Gay, "Optimal Parameter Estimation in Heterogeneous Clutter for High-Resolution Polarimetric SAR Data", Geoscience and Remote Sensing Letters, IEEE, 8(6), 1046 –1050, Nov. 2011. [pdf]


39. C. Y. Chong, F. Pascal, J.-P. Ovarlez, and M. Lesturgie, "MIMO Radar Detection in Non- Gaussian and Heterogeneous Clutter", Selected Topics in Signal Processing, IEEE Journal of, 4(1), 115 –126, Feb. 2010. [pdf]


40. F. Pascal, H. Harari-Kermadec, and P. Larzabal, "The Empirical Likelihood method applied to covariance matrix estimation", Signal Processing, 90(2), 566–578, Feb. 2010. [pdf]


41. F. Pascal and A. Renaux, "Statistical analysis of the covariance matrix MLE in K-distributed clutter", Signal Processing, 90(4), 1165–1175, Apr. 2010. [pdf]


42. G. Vasile, J.-P. Ovarlez, F. Pascal, and C. Tison, "Coherency Matrix Estimation of Heterogeneous Clutter in High-Resolution Polarimetric SAR Images", Geoscience and Remote Sensing, IEEE Transactions on, 48(4), 1809–1826, Apr. 2010. [pdf]


43. Y. Chitour and F. Pascal, "Exact Maximum Likelihood Estimates for SIRV Covariance Matrix: Existence and Algorithm Analysis", Signal Processing, IEEE Transactions on, 56(10), 4563– 4573, 2008. [pdf]


44. F. Pascal, Y. Chitour, J.-P. Ovarlez, P. Forster, and P. Larzabal, "Covariance structure maximum- likelihood estimates in compound Gaussian noise: existence and algorithm analysis", Signal Processing, IEEE Transactions on, 56(1), 34–48, Jan. 2008. [pdf]


45. F. Pascal, P. Forster, J. Ovarlez, and P. Larzabal, "Performance analysis of covariance matrix estimates in impulsive noise", Signal Processing, IEEE Transactions on, 56(6), 2206–2217, June 2008. [pdf]


46. S. Bausson, F. Pascal, P. Forster, J. Ovarlez, and P. Larzabal, "First and Second-order Moments of the Normalized Sample Covariance Matrix of Spherically Invariant Random Vectors", Signal Processing Letters, IEEE, 14(6), 425–428, June 2007. [pdf]

© Copyright 2007-2020 IEEE. Copyright 2010-2020 Elsevier. The articles may be downloaded for research use only.