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JOURNAL PUBLICATIONS

[49] M. Diaw, O. Lerda, J. Frontera-Pons, A. Mian, F. Brigui, G. Ginolhac, J.-P. Ovarlez, "A Novel Change Detection Method for Dual and Multi-Frequency bands SAR Images," Geoscience and Remote Sensing, IEEE Transactions on, submitted, 2024.

[48] M. Muzeau, J. Frontera-Pons, C. Ren, J.-P. Ovarlez, "SAFE: a SAR Feature Extractor based on self-supervised learning and masked Siamese ViTs," Geoscience and Remote Sensing, IEEE Transactions on, submitted, https://arxiv.org/abs/2407.00851, 2024.

[47] P. Develter, J. Bosse, O. Rabaste, P. Forster and J.-P. Ovarlez, "On the False Alarm Probability of the Normalized Matched Filter for Off-Grid Targets: A Geometrical Approach and Its Validity Conditions," Signal Processing, IEEE Transactions on, 72, pp.982-996, 2024, DOI: 10.1109/TSP.2024.3358621.

[46] O. Lerda, A. Mian, G. Ginolhac, J.-P. Ovarlez, D. Charlot, "Robust Detection for Mills Cross Sonar," Oceanic Engineering, IEEE Transactions on, 49(3), pp.1009-1024, July 2024, DOI: 10.1109/JOE.2024.3374958.2024.

[45] J. A. Barrachina, C. Ren, C. Morisseau, G. Vieillard, J.-P. Ovarlez, "Theory and Implementation of Complex-Valued Neural Networks," arXiv:2302.08286v1, 2023.

[44] J. A. Barrachina, C. Ren, C. Morisseau, G. Vieillard, J.-P. Ovarlez, "Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasks," IEEE Open Journal of Signal Processing, 4, pp.157-166, 2023, DOI: 10.1109/OJSP.2023.3246391.

[43] A. Collas, A. Breloy, C. Ren, G. Ginolhac, J.-P. Ovarlez, "Riemannian Optimization for Non-Centered Mixture of Scaled Gaussian Distributions," Signal Processing, IEEE Transactions on, 71, pp.2475-2490, 2023, DOI:10.1109/TSP.2023.3290354.

[42] M. Muzeau, C. Ren, S. Angelliaume, M. Datcu, J.-P. Ovarlez, "Self-Supervised Learning Based Anomaly Detection in Synthetic Aperture Radar Imaging," IEEE Open Journal of Signal Processing, 3, pp.440-449, 2022, DOI: 10.1109/OJSP.2022.3229618.

[41] J. A. Barrachina, C. Ren, C. Morisseau, G. Vieillard, J.-P. Ovarlez, "Comparison Between Equivalent Architectures of Complex-valued and Real-valued Neural Networks - Application on Polarimetric SAR Image Segmentation," Journal of Signal Processing System, 95, pp.57-66, 2023, DOI : 10.1007/s11265-022-01793-0.

[40] A. Collas, F. Bouchard, A. Breloy, G. Ginolhac, C. Ren, J.-P. Ovarlez,  "Probabilistic PCA from Heteroscedastic Signals: Geometric Framework and Application to Clustering," Signal Processing, IEEE Transactions on, 69, pp.6546-6560, Nov. 2021, DOI: 10.1109/TSP.2021.3130997.

[39] G. Manfredi, I. Hinostroza, M. Menelle, S. Saillant, J.-P. Ovarlez, L. Thirion-Lefevre, "Time-Frequency Characterization of Bistatic Doppler Signature of a Wooded Area Walk at L-band," IET Radar Sonar & Propagation, 15(12), pp.1573-1582, Dec 2021, DOI: 10.1049/rsn2.12147.

[38] G. Manfredi, I. Hinostroza, M. Menelle, S. Saillant, J.-P. Ovarlez, L. Thirion-Lefevre, "Measurements and Analysis of the Doppler Signature of a Human Moving within the Forest in UHF-Band,” Remote Sensing, 13(423), 2021, DOI: 10.3390/rs13030423.

[37] A. Mian, A. Collas, A. Breloy, G. Ginolhac, J.-P. Ovarlez,  Robust Low-Rank Change Detection for Multivariate SAR Image Time Series,” Selected Topics in Applied Earth Observations and Remote Sensing (IEEE-JSTARS), IEEE Journal of, 13, pp.3545-3556, 2020, DOI: 10.1109/JSTARS.2020.2999615.

[36] E. Jay, T. Soler, E. Terreaux, J.-P. Ovarlez, F. Pascal, P. De Peretti, C. Chorro, Improving portfolios global performance using a cleaned and robust covariance matrix estimate,” Soft Computing, Springer Nature, 24(12), pp.8643-8654, March 2020, DOI: 10.1007/s00500-020-04840-9

[35] F. Arlery, U. Tan, O. Rabaste, F. Lehmann, and J.-P. Ovarlez,  A New Lower Bound on the Maximum Correlation of a Set with Mismatched Filters,” Information Theory, IEEE Transactions on, 66(20), pp.6555-6565, Oct. 2020, DOI: 10.1109/TIT.2020.3002066.

[34] E. Terreaux, J.-P. Ovarlez, F. Pascal, Robust Model Order Selection in Large Dimensional Elliptically Symmetric Noise,” https://arxiv.org/abs/1710.06735.

[33] A. Mian, J.-P. Ovarlez, A. M. Atto and G. Ginolhac, Design of New Wavelet Packets Adapted to High-Resolution SAR Images With an Application to Target Detection,” Geoscience and Remote Sensing, IEEE Transactions on, 57(6), pp.3919-3932, June 2019, DOI: 10.1109/TGRS.2018.2888993.

[32] A. W. Bitar, L.-F. Cheong, J.-P. Ovarlez, Sparse and Low-Rank Matrix Decomposition for Automatic Target Detection in Hyperspectral Imagery," Geoscience and Remote Sensing, IEEE Transactions on, 57(8), pp.5239-5251, August 2019, DOI: 10.1109/TGRS.2019.2897635.

[31] A. Mian, G. Ginolhac, J.-P. Ovarlez and A. M. Atto, New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images," Signal Processing, IEEE Transactions on, 67(2), pp.520-534, Jan. 2019, DOI: 10.1109/TSP.2018.2883011

[30] J. Frontera-Pons, J.-P. Ovarlez and F. Pascal, Robust ANMF Detection in Noncentered Impulsive Background," IEEE Signal Processing Letters, 24(12), pp.1891-1895, 2017, DOI: 10.1109/LSP.2017.2763784

[29] J. Frontera-Pons, F. Pascal, J.-P. Ovarlez, Adaptive Nonzero-Mean Gaussian Detection," Geoscience and Remote Sensing, IEEE Transactions on, 55(2), pp.1117-1124, 2017, DOI: 10.1109/TGRS.2016.2619862

[28] J. Frontera-Pons, M. A. Veganzones, F. Pascal and J.-P. Ovarlez, "Hyperspectral Anomaly Detectors using Robust Estimators," Selected Topics in Applied Earth Observation and Remote Sensing (IEEE-JSTARS), IEEE Journal of, 9(2), pp.720-731, 2016, DOI: 10.1109/JSTARS.2015.2453014

[27] M. S. Greco, Y. Abramovich, J.-P. Ovarlez, H. Li and X. Yang, Introduction to the Issue on Advanced Signal Processing Techniques for Radar Applications," Selected Topics in Signal Processing, IEEE Journal of, 9(8), pp.1363-1365, 2015, DOI: 10.1109/JSTSP.2015.2497458

[26] A. Anghel, G. Vasile, R. Cacoveanu, C. Ioana, S. Ciochina, J.-P. Ovarlez, "Scattering Centers Detection and Tracking in Refocused Spaceborne SAR Images for Infrastructure Monitoring", Geoscience and Remote Sensing, IEEE Transactions on, 53(8), pp.4379-4393, Aug. 2015, DOI: 10.1109/TGRS.2015.2396773

[25] G. Ginolhac, P. Forster, F. Pascal and J.-P. Ovarlez, Exploiting Persymmetry for Low-Rank Space Time Adaptive Processing," Signal Processing, 97(1), pp.242-251, April 2014, DOI:10.1016/j.sigpro.2013.10.026

[24] M. Mahot, P. Forster, F. Pascal and J.-P. Ovarlez, ”Asymptotic Properties of Robust Covariance Matrix Estimates," Signal Processing, IEEE Transactions on, 61(13), pp.3348-3356, July 2013, DOI: 10.1109/TSP.2013.2259823

[23] G. Ginolhac, P. Forster, F. Pascal and J.-P. Ovarlez, "Performances of Two-Low-Rank STAP Filters in a Heterogeneous Noise", Signal Processing, IEEE Transactions on, 61(1), pp.57-61, Jan. 2013, DOI: 10.1109/TSP.2012.2226162

[22] 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," Signal Processing, IEEE Transactions on, 60(1), pp.514-518, January 2012, DOI: 10.1109/TSP.2011.2169063

[21] J.-P. Ovarlez, F. Le Chevalier, S. Bidon, "Présentation du Club STAP", Special Issue "Traitements Spatio-Temporels Adaptatifs (STAP)", Traitement du Signal, 28(1-2), pp.11-14, 2011

[20] J.-P. Ovarlez, F. Pascal, P. Forster, G. Ginolhac, M. Mahot, "Traitements STAP et Modélisation SIRV : Robustesse et Persymétrie", Special Issue "Traitements Spatio-Temporels Adaptatifs (STAP)", Traitement du Signal, 28(1-2), pp.113-142, 2011, DOI:10.3166/ts.28.113-142 

[19] G. Ginolhac, P. Forster, J.-P. Ovarlez, F. Pascal, "STAP à Rand Réduit, Robuste et Persymétrique", Special Issue "Traitements Spatio-Temporels Adaptatifs (STAP)", Traitement du Signal, 28(1-2), pp.143-170, 2011, DOI:10.3166/ts.28.143-170

[18] S. Bidon, J.-P. Ovarlez, S. Marcos, "Editorial", Special Issue "Traitements Spatio-Temporels Adaptatifs (STAP)", Traitement du Signal, 28(1-2), pp.7-9, 2011

[17] 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), pp.3744-3747, Nov. 2011, DOI: 10.1109/LGRS.2011.2152363

[16] 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), pp.567-576 , June 2011, DOI: 10.1109/JSTSP.2010.2101579

[15] G. Pailloux, P. Forster, J.-P. Ovarlez and F. Pascal, "Persymmetric Adaptive Radar Detectors", Aerospace and Electronic Systems, IEEE Transactions on, 47(4), pp.2376-2390, Oct. 2011, DOI: 10.1109/TAES.2011.6034639

[14] J. Totems, V. Jolivet, J.-P. Ovarlez and N. Martin, "Advanced Signal Processing Methods for Pulsed Laser Vibrometry", Journal of Applied Optics, 49(20), July 2010, DOI: 10.1364/AO.49.003967

[13] 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, Special Issue on MIMO Radar and its Applications, 4(1),  pp.115-126, Feb. 2010, DOI: 10.1109/JSTSP.2009.2038980

[12] G. Vasile, J.-P. Ovarlez, F. Pascal and C. Tison, "Coherency Matrix Estimation for Heterogeneous Clutter Through the SIRV Model. Application to High Resolution POLSAR Images", Geoscience and Remote Sensing, IEEE Transactions on, 48(4), pp.1809-1826, April 2010, DOI: 10.1109/TGRS.2009.2035496

[11] M. Duquenoy, J.-P. Ovarlez, L. Ferro-Famil, E. Pottier and L. Vignaud, "Scatterers Characterization in Radar Imaging Using Joint Time-Frequency Analysis and Polarimetric Coherent Decompositions", Radar Sonar and Navigation, IET, 4(3), pp.384-402, June 2010, DOI: 10.1049/iet-rsn.2008.0086

[10] F. Pascal, J.-P. Ovarlez, P. Forster and P. Larzabal, "Performance Analysis of Covariance Matrix Estimates in Impulsive Noise", Signal Processing, IEEE Transactions on, 56(6), pp.2206-2217, Jun. 2008, DOI: 10.1109/TSP.2007.914311

[9] 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), pp.34-48, Jan. 2008, DOI: 10.1109/TSP.2007.901652

[8] S. Bausson, F. Pascal, P. Forster, J.-P. 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), pp.425-428, june 2007, DOI: 10.1109/LSP.2006.

[7] M. Tria, J.-P. Ovarlez, L. Vignaud, J.-C. Castelli, M. Tria and M. Benidir, "Discriminating real objects in radar imaging by exploiting the squared modulus of the continuous wavelet transform", Radar Sonar and Navigation, IET, 1(1), pp.27-37, Feb 2007, DOI: 10.1049/iet-rsn:20050124

[6] E. Colin, M. Tria, C. Titin-Schnaider and J.-P. Ovarlez, "SAR Imaging Using Multidimensional Continuous Wavelet Transform and Applications to Polarimetry and Interferometry", International Journal of Imaging Systems and Technology, 14(5), pp.206-212, Jan. 2004, DOI: 10.1002/ima.20025

[5] J.-P. Ovarlez, L. Vignaud, J.-C. Castelli, M. Tria and M. Benidir, "Analysis of SAR Images by Multidimensional Wavelet Transform", Radar, Sonar and Navigation, IEE Proceedings, Special Issue on Time-Frequency Analysis for Synthetic Aperture Radar and Feature Extraction, 150(4), Aug. 2003, DOI: 10.1049/ip-rsn:20030671

[4] E. Jay, J.-P. Ovarlez, D. Declercq and P. Duvaut, "BORD: Bayesian Optimum Radar Detector", Signal Processing, 83(6), pp.1151-1162, June 2003, DOI:10.1016/S0165-1684(03)00034-3 

[3] E. Jay, J.-P. Ovarlez and P. Duvaut, "New Methods of Radar Performances Analysis", Signal Processing, 80(12), pp.2527-2540, Dec. 2000, DOI:10.1016/S0165-1684(00)00136-5

[2] J. Bertrand, P. Bertrand and J.-P. Ovarlez, "Frequency-Directivity Scanning in Laboratory Radar Imaging", International Journal of Imaging Systems and Technology, 5(1), pp.39-51, 1994, DOI: 10.1002/ima.1850050107 

[1] F. Auger, C. Demars, T. Doligez, P. Flandrin, C. Lambert-Nebout, J. Mars, N. Martin, F. Molinaro, J.-P. Ovarlez, O. Rioul, "Signaux-test et Méthodes Temps-Fréquence", Traitement du Signal, 9(1), Ed. P. Flandrin, janvier 1992