Discrete Mellin transform for signal analysis. - Jacqueline Bertrand; Pierre Bertrand; Jean Philippe Ovarlez (ICASSP, 1990)

Dimensionalized wavelet transform with application to radar imaging. - Jacqueline Bertrand; Pierre Bertrand; Jean Philippe Ovarlez (ICASSP, 1991)

Computation of affine time-frequency distributions using the fast Mellin transform. - Jean Philippe Ovarlez; Jacqueline Bertrand; Pierre Bertrand (ICASSP, 1992)

Cramer Rao bound computation for velocity estimation in the broad-band case using the Mellin transform. - Jean Philippe Ovarlez (ICASSP (1), 1993)

Frequency-directivity scanning in laboratory radar imaging. - Jacqueline Bertrand; Pierre Bertrand; Jean Philippe Ovarlez (Int. J. Imaging Syst. Technol., 1994)

Optimum signal synthesis for time-scale estimation. - Jean Philippe Ovarlez (ICASSP, 1998)

New methods of radar detection performances analysis. - Jean Philippe Ovarlez; Emmanuelle Jay (ICASSP, 1999)

New methods of radar performances analysis. - Emmanuelle Jay; Jean Philippe Ovarlez; Patrick Duvaut (Signal Process., 2000)

Bayesian Optimum Radar Detector in non-Gaussian noise. - Emmanuelle Jay; Jean Philippe Ovarlez; David Declercq; Patrick Duvaut (ICASSP, 2002)

BORD: bayesian optimum radar detector. - Emmanuelle Jay; Jean Philippe Ovarlez; David Declercq; Patrick Duvaut (Signal Process., 2003)

Constant false alarm rate detection in Spherically Invariant Random Processes. - Frédéric Pascal 001; Jean Philippe Ovarlez; Philippe Forster; Pascal Larzabal (EUSIPCO, 2004)

SAR imaging using multidimensional continuous wavelet transform. - Mohamed Tria; Jean Philippe Ovarlez; Luc Vignaud; J. C. Castelli; Messaoud Benidir (EUSIPCO, 2004)

SAR imaging using multidimensional continuous wavelet transform and applications to polarimetry and interferometry. - Elise Colin; Mohamed Tria; Cécile Titin-Schnaider; Jean Philippe Ovarlez; Messaoud Benidir (Int. J. Imaging Syst. Technol., 2004)

Theoretical analysis of an improved covariance matrix estimator in non-Gaussian noise [radar detection applications]. - Frédéric Pascal 001; Philippe Forster; Jean Philippe Ovarlez; Pascal Larzabal (ICASSP (4), 2005)

On a SIRV-CFAR detector with radar experimentations in impulsive clutter. - Frédéric Pascal 001; Jean Philippe Ovarlez; Philippe Forster; Pascal Larzabal (EUSIPCO, 2006)

Full exploitation of wavelet coefficients in radar imaging for improving the detection of a class of sources in the context of real data. - Mohamed Tria; Jean Philippe Ovarlez; Luc Vignaud; J. C. Castelli; Messaoud Benidir (EUSIPCO, 2006)

Improvement of The Ziv-Zakai lower bound for time delay estimation. - Christian Musso; Jean Philippe Ovarlez (EUSIPCO, 2007)

Characterization of scatterers by their anisotropic and dispersive behavior. - Mickaël Duquenoy; Jean Philippe Ovarlez; Laurent Ferro-Famil; Eric Pottier; Luc Vignaud (IGARSS, 2007)

First- and Second-Order Moments of the Normalized Sample Covariance Matrix of Spherically Invariant Random Vectors. - Sébastien Bausson; Frédéric Pascal 001; Philippe Forster; Jean Philippe Ovarlez; Pascal Larzabal (IEEE Signal Process. Lett., 2007)

On persymmetric covariance matrices in adaptive detection. - Guilhem Pailloux; Philippe Forster; Jean Philippe Ovarlez; Frédéric Pascal 001 (ICASSP, 2008)

Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data Analysis. - Gabriel Vasile; Jean Philippe Ovarlez; Frédéric Pascal 001; Celine Tison; Lionel Bombrun; Michel Gay; Emmanuel Trouvé (IGARSS (1), 2008)

Covariance Structure Maximum-Likelihood Estimates in Compound Gaussian Noise: Existence and Algorithm Analysis. - Frédéric Pascal 001; Yacine Chitour; Jean Philippe Ovarlez; Philippe Forster; Pascal Larzabal (IEEE Trans. Signal Process., 2008)

Performance Analysis of Covariance Matrix Estimates in Impulsive Noise. - Frédéric Pascal 001; Philippe Forster; Jean Philippe Ovarlez; Pascal Larzabal (IEEE Trans. Signal Process., 2008)

Supervised classification of scatterers on SAR imaging based on incoherent polarimetric time-frequency signatures. - Mickaël Duquenoy; Jean Philippe Ovarlez; Laurent Ferro-Famil; Eric Pottier (EUSIPCO, 2009)

Spatio-temporal adaptive detector in non-homogeneous and low-rank clutter. - Guillaume Ginolhac; Philippe Forster; Jean Philippe Ovarlez; Frédéric Pascal 001 (ICASSP, 2009)

Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter Models. - Lionel Bombrun; Jean-Marie Beaulieu; Gabriel Vasile; Jean Philippe Ovarlez; Frédéric Pascal 001; Michel Gay (IGARSS (3), 2009)

Hyperimage Concept: Multidimensional Time-Frequency Analysis Applied to SAR Imaging. - Mickaël Duquenoy; Jean Philippe Ovarlez; Laurent Ferro-Famil; Eric Pottier (IGARSS (4), 2009)

Supervised Classification by Neural Networks using Polarimetric Time-frequency Signatures. - Mickaël Duquenoy; Jean Philippe Ovarlez; Christèle Morisseau; Gilles Vieillard; Laurent Ferro-Famil; Eric Pottier (IGARSS (4), 2009)

Estimation and Segmentation in Non-Gaussian POLSAR Clutter by SIRV Stochastic Processes. - Gabriel Vasile; Jean Philippe Ovarlez; Frédéric Pascal 001 (IGARSS (3), 2009)

Properties of robust MIMO detector. - C. Y. Chong; Frédéric Pascal 001; Jean Philippe Ovarlez; Marc Lesturgie (EUSIPCO, 2010)

Robustness analysis of covariance matrix estimates. - Mélanie Mahot; Philippe Forster; Jean Philippe Ovarlez; Frédéric Pascal 001 (EUSIPCO, 2010)

Robust MIMO radar detection for correlated subarrays. - Chin Yuan Chong; Frédéric Pascal 001; Jean Philippe Ovarlez; Marc Lesturgie (ICASSP, 2010)

Roll invariant target detection based on PolSAR clutter models. - Lionel Bombrun; Gabriel Vasile; Michel Gay; Jean Philippe Ovarlez; Frédéric Pascal 001 (IGARSS, 2010)

A test statistic for high resolution polarimetric SAR data classification. - Pierre Formont; Jean Philippe Ovarlez; Frédéric Pascal 001; Gabriel Vasile; Laurent Ferro-Famil (IGARSS, 2010)

Optimal parameter estimation in heterogeneous clutter for high resolution polarimetric SAR data. - Gabriel Vasile; Frédéric Pascal 001; Jean Philippe Ovarlez; Steeve Zozor; Michel Gay (IGARSS, 2010)

MIMO Radar Detection in Non-Gaussian and Heterogeneous Clutter. - Chin Yuan Chong; Frédéric Pascal 001; Jean Philippe Ovarlez; Marc Lesturgie (IEEE J. Sel. Top. Signal Process., 2010)

Coherency Matrix Estimation of Heterogeneous Clutter in High-Resolution Polarimetric SAR Images. - Gabriel Vasile; Jean Philippe Ovarlez; Frédéric Pascal 001; Celine Tison (IEEE Trans. Geosci. Remote. Sens., 2010)

Robust covariance matrix estimates with attractive asymptotic properties. - Mélanie Mahot; Frédéric Pascal 001; Philippe Forster; Jean Philippe Ovarlez (CAMSAP, 2011)

On the extension of the product model in POLSAR processing for unsupervised classification using information geometry of covariance matrices. - Pierre Formont; Jean Philippe Ovarlez; Frédéric Pascal 001; Gabriel Vasile; Laurent Ferro-Famil (IGARSS, 2011)

Robust detection using the SIRV background modelling for hyperspectral imaging. - Jean Philippe Ovarlez; Sze Kim Pang; Frédéric Pascal 001; Véronique Achard; T. K. Ng (IGARSS, 2011)

Heterogeneous clutter model for high resolution polarimetric SAR data processing. - Gabriel Vasile; Frédéric Pascal 001; Jean Philippe Ovarlez; Pierre Formont (IGARSS, 2011)

Statistical Classification for Heterogeneous Polarimetric SAR Images. - Pierre Formont; Frédéric Pascal 001; Gabriel Vasile; Jean Philippe Ovarlez; Laurent Ferro-Famil (IEEE J. Sel. Top. Signal Process., 2011)

Optimal Parameter Estimation in Heterogeneous Clutter for High-Resolution Polarimetric SAR Data. - Gabriel Vasile; Frédéric Pascal 001; Jean Philippe Ovarlez; Pierre Formont; Michel Gay (IEEE Geosci. Remote. Sens. Lett., 2011)

Persymmetric Adaptive Radar Detectors. - Guilhem Pailloux; Philippe Forster; Jean Philippe Ovarlez; Frédéric Pascal 001 (IEEE Trans. Aerosp. Electron. Syst., 2011)

Éditorial. - Stéphanie Bidon; Jean Philippe Ovarlez; Sylvie Marcos (Traitement du Signal, 2011)

STAP à rang réduit, robuste et persymétrique. - Guillaume Ginolhac; Philippe Forster; Jean Philippe Ovarlez; Frédéric Pascal 001 (Traitement du Signal, 2011)

Traitement STAP et modélisation SIRV : robustesse et persymétrie. - Jean Philippe Ovarlez; Frédéric Pascal 001; Philippe Forster; Guillaume Ginolhac; Mélanie Mahot (Traitement du Signal, 2011)

Présentation du club STAP. - Jean Philippe Ovarlez; François Le Chevalier; Stéphanie Bidon (Traitement du Signal, 2011)

Robust ANMF test using Huber's M-estimator. - Mélanie Mahot; Frédéric Pascal 001; Philippe Forster; Jean Philippe Ovarlez (SAM, 2012)

Dry snow backscattering sensitivity on density change for SWE estimation. - Nikola Besic; Gabriel Vasile; Jocelyn Chanussot; Srdjan Stankovic; Jean-Pierre Dedieu; Guy D'Urso; Didier Boldo; Jean Philippe Ovarlez (IGARSS, 2012)

Stochastically based wet snow mapping with SAR DATA. - Nikola Besic; Gabriel Vasile; Jocelyn Chanussot; Srdjan Stankovic; Jean Philippe Ovarlez; Guy D'Urso; Didier Boldo; Jean-Pierre Dedieu (IGARSS, 2012)

A class of robust estimates for detection in hyperspectral images using elliptical distributions background. - Joana Frontera-Pons; Mélanie Mahot; Jean Philippe Ovarlez; Frédéric Pascal 001; Sze Kim Pang; Jocelyn Chanussot (IGARSS, 2012)

Robust detection using M-estimators for hyperspectral imaging. - Joana Frontera-Pons; Mélanie Mahot; Jean Philippe Ovarlez; Frédéric Pascal 001; Jocelyn Chanussot (WHISPERS, 2012)

Derivation of the Bias of the Normalized Sample Covariance Matrix in a Heterogeneous Noise With Application to Low Rank STAP Filter. - Guillaume Ginolhac; Philippe Forster; Frédéric Pascal 001; Jean Philippe Ovarlez (IEEE Trans. Signal Process., 2012)

False-alarm regulation for target detection in hyperspectral imaging. - Joana Frontera-Pons; Frédéric Pascal 001; Jean Philippe Ovarlez (CAMSAP, 2013)

CFAR hierarchical clustering of polarimetric SAR data. - Pierre Formont; Miguel Angel Veganzones; Joana Frontera-Pons; Frédéric Pascal 001; Jean Philippe Ovarlez; Jocelyn Chanussot (IGARSS, 2013)

Performance analysis of robust detectors for hyperspectral imaging. - Joana Frontera-Pons; Jean Philippe Ovarlez; Frédéric Pascal 001; Jocelyn Chanussot (IGARSS, 2013)

On the use of the Hotelling's T2 statistic for the hierarchical clustering of hyperspectral data. - Miguel Angel Veganzones; Joana Frontera-Pons; Jocelyn Chanussot; Jean Philippe Ovarlez (WHISPERS, 2013)

Performance of Two Low-Rank STAP Filters in a Heterogeneous Noise. - Guillaume Ginolhac; Philippe Forster; Frédéric Pascal 001; Jean Philippe Ovarlez (IEEE Trans. Signal Process., 2013)

Asymptotic Properties of Robust Complex Covariance Matrix Estimates. - Mélanie Mahot; Frédéric Pascal 001; Philippe Forster; Jean Philippe Ovarlez (IEEE Trans. Signal Process., 2013)

Binary partition trees-based robust adaptive hyperspectral RX anomaly detection. - Miguel Angel Veganzones; Joana Frontera-Pons; Frédéric Pascal 001; Jean Philippe Ovarlez; Jocelyn Chanussot (ICIP, 2014)

Scattering centers monitoring in refocused SAR images on a high-resolution DEM. - Andrei Anghel; Gabriel Vasile; Cornel Ioana; Remus Cacoveanu; Silviu Ciochina; Jean Philippe Ovarlez; Rémy Boudon; Guy D'Urso; Irena Hajnsek (IGARSS, 2014)

Characterization of scatterers by their energetic dispersive and anisotropic behaviors in high-resolution laboratory radar imagery. - Mickaël Duquenoy; Jean Philippe Ovarlez; Laurent Ferro-Famil; Eric Pottier (IGARSS, 2014)

Robust anomaly detection in Hyperspectral Imaging. - Joana Frontera-Pons; Miguel Angel Veganzones; Santiago Velasco-Forero; Frédéric Pascal 001; Jean Philippe Ovarlez; Jocelyn Chanussot (IGARSS, 2014)

Exploiting persymmetry for low-rank Space Time Adaptive Processing. - Guillaume Ginolhac; Philippe Forster; Frédéric Pascal 001; Jean Philippe Ovarlez (Signal Process., 2014)

RMT for whitening space correlation and applications to radar detection. - Romain Couillet; Maria Sabrina Greco; Jean Philippe Ovarlez; Frédéric Pascal 001 (CAMSAP, 2015)

Asymptotic detection performance analysis of the robust Adaptive Normalized Matched Filter. - Jean Philippe Ovarlez; Frédéric Pascal 001; Arnaud Breloy (CAMSAP, 2015)

Anomaly detection and estimation in hyperspectral imaging using Random Matrix Theory tools. - Eugénie Terreaux; Jean Philippe Ovarlez; Frédéric Pascal 001 (CAMSAP, 2015)

Asymptotic detection performance of the robust ANMF. - Frédéric Pascal 001; Jean Philippe Ovarlez (EUSIPCO, 2015)

Asymptotic properties of the robust ANMF. - Frédéric Pascal 001; Jean Philippe Ovarlez (ICASSP, 2015)

Introduction to the Issue on Advanced Signal Processing Techniques for Radar Applications. - Maria Sabrina Greco; Yuri I. Abramovich; Jean Philippe Ovarlez; Hongbin Li 001; Xiaopeng Yang (IEEE J. Sel. Top. Signal Process., 2015)

Scattering Centers Detection and Tracking in Refocused Spaceborne SAR Images for Infrastructure Monitoring. - Andrei Anghel; Gabriel Vasile; Remus Cacoveanu; Cornel Ioana; Silviu Ciochina; Jean Philippe Ovarlez (IEEE Trans. Geosci. Remote. Sens., 2015)

Robust adaptive detection of buried pipes using GPR. - Q. Hoarau; Guillaume Ginolhac; Abdourrahmane M. Atto; Jean-Marie Nicolas 002; Jean Philippe Ovarlez (EUSIPCO, 2016)

Off-grid target detection with normalized matched subspace filter. - Olivier Rabaste; Jonathan Bosse; Jean Philippe Ovarlez (EUSIPCO, 2016)

Hyperspectral Anomaly Detectors Using Robust Estimators. - Joana Frontera-Pons; Miguel Angel Veganzones; Frédéric Pascal 001; Jean Philippe Ovarlez (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Sparsity-Based cholesky factorization and its application to hyperspectral anomaly detection. - Ahmad W. Bitar; Jean Philippe Ovarlez; Loong-Fah Cheong (CAMSAP, 2017)

Radar detection schemes for joint temporal and spatial correlated clutter using vector ARMA models. - Wajih Ben Abdallah; Jean Philippe Ovarlez; Pascal Bondon (EUSIPCO, 2017)

Multivariate change detection on high resolution monovariate SAR image using linear time-frequency analysis. - Ammar Mian; Jean Philippe Ovarlez; Guillaume Ginolhac; Abdourrahmane M. Atto (EUSIPCO, 2017)

New model order selection in large dimension regime for complex elliptically symmetric noise. - Eugénie Terreaux; Jean Philippe Ovarlez; Frédéric Pascal 001 (EUSIPCO, 2017)

Simultaneous sparsity-based binary hypothesis model for real hyperspectral target detection. - Ahmad W. Bitar; Loong-Fah Cheong; Jean Philippe Ovarlez (ICASSP, 2017)

Multivariate Linear Time-Frequency modeling and adaptive robust target detection in highly textured monovariate SAR image. - Jean Philippe Ovarlez; Guillaume Ginolhac; Abdourrahmane M. Atto (ICASSP, 2017)

Robust ANMF Detection in Noncentered Impulsive Background. - Joana Frontera-Pons; Jean Philippe Ovarlez; Frédéric Pascal 001 (IEEE Signal Process. Lett., 2017)

Adaptive Nonzero-Mean Gaussian Detection. - Joana Frontera-Pons; Frédéric Pascal 001; Jean Philippe Ovarlez (IEEE Trans. Geosci. Remote. Sens., 2017)

Improving Portfolios Global Performance with Robust Covariance Matrix Estimation: Application to the Maximum Variety Portfolio. - Emmanuelle Jay; Eugénie Terreaux; Jean Philippe Ovarlez; Frédéric Pascal 001 (EUSIPCO, 2018)

Robust Detection and Estimation of Change-Points in a Time Series of Multivariate Images. - Ammar Mian; Jean Philippe Ovarlez; Guillaume Ginolhac; Abdourrahmane M. Atto (EUSIPCO, 2018)

A Sequence-Filter Joint Optimization. - UyHour Tan; Olivier Rabaste; C. Adnet; Jean Philippe Ovarlez (EUSIPCO, 2018)

Target and Background Separation in Hyperspectral Imagery for Automatic Target Detection. - Ahmad W. Bitar; Loong-Fah Cheong; Jean Philippe Ovarlez (ICASSP, 2018)

A Robust Change Detector for Highly Heterogeneous Multivariate Images. - Ammar Mian; Jean Philippe Ovarlez; Guillaume Ginolhac; Abdourrahmane M. Atto (ICASSP, 2018)

A Toeplitz-Tyler Estimation of the Model Order in Large Dimensional Regime. - Eugénie Terreaux; Jean Philippe Ovarlez; Frédéric Pascal 001 (ICASSP, 2018)

On the Recursions of Robust COMET Algorithm for Convexly Structured Shape Matrix. - Bruno Mériaux; Chengfang Ren; Arnaud Breloy; Mohammed Nabil El Korso; Philippe Forster; Jean Philippe Ovarlez (EUSIPCO, 2019)

Designing Sar Images Change-point Estimation Strategies Using an Mse Lower Bound. - Ammar Mian; Lucien Bacharach; Guillaume Ginolhac; Alexandre Renaux; Mohammed Nabil El Korso; Jean Philippe Ovarlez (ICASSP, 2019)

Features Extraction of the Doppler Frequency Signature of a Human Walking at 1 GHz. - Giovanni Manfredi 002; Jean Philippe Ovarlez; Laetitia Thirion-Lefevre (IGARSS, 2019)

Robust Low-Rank Change Detection for Sar Image Time Series. - Ammar Mian; Arnaud Breloy; Guillaume Ginolhac; Jean Philippe Ovarlez (IGARSS, 2019)

Automatic Target Detection for Sparse Hyperspectral Images. - Ahmad W. Bitar; Jean Philippe Ovarlez; Loong-Fah Cheong; Ali Chehab (CoRR, 2019)

Sparse and Low-Rank Matrix Decomposition for Automatic Target Detection in Hyperspectral Imagery. - Ahmad W. Bitar; Loong-Fah Cheong; Jean Philippe Ovarlez (IEEE Trans. Geosci. Remote. Sens., 2019)

Design of New Wavelet Packets Adapted to High-Resolution SAR Images With an Application to Target Detection. - Ammar Mian; Jean Philippe Ovarlez; Abdourrahmane Mahamane Atto; Guillaume Ginolhac (IEEE Trans. Geosci. Remote. Sens., 2019)

New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images. - Ammar Mian; Guillaume Ginolhac; Jean Philippe Ovarlez; Abdourrahmane Mahamane Atto (IEEE Trans. Signal Process., 2019)

Adaptive Subspace Detectors for off-grid Mismatched Targets. - Jonathan Bosse; Olivier Rabaste; Jean Philippe Ovarlez (ICASSP, 2020)

Robust Covariance Matrix Estimation and Portfolio Allocation: The Case of Non-Homogeneous Assets. - Emmanuelle Jay; Thibault Soler; Jean Philippe Ovarlez; Philippe de Peretti; Christophe Chorro (ICASSP, 2020)

Characterization of the Walking Activity Within the Forest by Using a Doppler Analysis in the UHF-Band. - Giovanni Manfredi 002; Israel Hinostroza 001; Michel Menelle; Stéphane Saillant; Jean Philippe Ovarlez; Laetitia Thirion-Lefevre (IGARSS, 2020)

Improving portfolios global performance using a cleaned and robust covariance matrix estimate. - Emmanuelle Jay; Thibault Soler; Eugénie Terreaux; Jean Philippe Ovarlez; Frédéric Pascal 001; Philippe de Peretti; Christophe Chorro (Soft Comput., 2020)

Robust Low-Rank Change Detection for Multivariate SAR Image Time Series. - Ammar Mian; Antoine Collas; Arnaud Breloy; Guillaume Ginolhac; Jean Philippe Ovarlez (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

A New Lower Bound on the Maximum Correlation of a Set With Mismatched Filters. - UyHour Tan; Fabien Arlery; Olivier Rabaste; Frédéric Lehmann; Jean Philippe Ovarlez (IEEE Trans. Inf. Theory, 2020)

Complex-Valued Vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data. - Jose Agustin Barrachina; Chenfang Ren; Christèle Morisseau; Gilles Vieillard; Jean Philippe Ovarlez (ICASSP, 2021)

A Tyler-Type Estimator of Location and Scatter Leveraging Riemannian Optimization. - Antoine Collas; Florent Bouchard; Arnaud Breloy; Chenfang Ren; Guillaume Ginolhac; Jean Philippe Ovarlez (ICASSP, 2021)

Classification in L-Band of Physical Activities Performed Simultaneously into the Forest by a Group of Persons. - Giovanni Manfredi 002; Israel Hinostroza 001; Michel Menelle; Stéphane Saillant; Jean Philippe Ovarlez; Laetitia Thirion-Lefevre (IGARSS, 2021)

About the Equivalence Between Complex-Valued and Real-Valued Fully Connected Neural Networks - Application to Polinsar Images. - Jose Agustin Barrachina; Chenfang Ren; Gilles Vieillard; Christèle Morisseau; Jean Philippe Ovarlez (MLSP, 2021)

Off-Grid Radar Target Detection with the Normalized Matched Filter: A Monopulse-Based Detection Scheme. - Pierre Develter; Jonathan Bosse; Olivier Rabaste; Philippe Forster; Jean Philippe Ovarlez (SSP, 2021)

Measurements and Analysis of the Doppler Signature of a Human Moving within the Forest in UHF-Band. - Giovanni Manfredi 002; Israel D. Sáenz Hinostroza; Michel Menelle; Stéphane Saillant; Jean Philippe Ovarlez; Laetitia Thirion-Lefevre (Remote. Sens., 2021)

Probabilistic PCA From Heteroscedastic Signals: Geometric Framework and Application to Clustering. - Antoine Collas; Florent Bouchard; Arnaud Breloy; Guillaume Ginolhac; Chengfang Ren; Jean Philippe Ovarlez (IEEE Trans. Signal Process., 2021)

Robust Geometric Metric Learning. - Antoine Collas; Arnaud Breloy; Guillaume Ginolhac; Chengfang Ren; Jean Philippe Ovarlez (EUSIPCO, 2022)

On the Use of Geodesic Triangles between Gaussian Distributions for Classification Problems. - Antoine Collas; Florent Bouchard; Guillaume Ginolhac; Arnaud Breloy; Chengfang Ren; Jean Philippe Ovarlez (ICASSP, 2022)

On the False Alarm Probability of the Normalized Matched Filter for Off-Grid Target Detection. - Pierre Develter; Jonathan Bosse; Olivier Rabaste; Philippe Forster; Jean Philippe Ovarlez (ICASSP, 2022)

Real- and Complex-Valued Neural Networks for SAR Image Segmentation Through Different Polarimetric Representations. - Jose Agustin Barrachina; Chengfang Ren; Gilles Vieillard; Christèle Morisseau; Jean Philippe Ovarlez (ICIP, 2022)

Complex-Valued Neural Networks for Polarimetric Sar Segmentation Using Pauli Representation. - Jose Agustin Barrachina; Chenfang Ren; Christèle Morisseau; Gilles Vieillard; Jean Philippe Ovarlez (IGARSS, 2022)

Deep Learning-Based Anomaly Detection in Synthetic Aperture Radar Imaging. - Max Muzeau; Chengfang Ren; Sébastien Angélliaume; Mihai Datcu; Jean Philippe Ovarlez (CoRR, 2022)

Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasks. - José Agustin Barrachina; Chengfang Ren; Christèle Morisseau; Gilles Vieillard; Jean Philippe Ovarlez (CoRR, 2022)

False Alarm Regulation for Off-Grid Target Detection With The Matched Filter. - Pierre Develter; Jonathan Bosse; Olivier Rabaste; Philippe Forster; Jean Philippe Ovarlez (ICASSP, 2023)

Large Dimensional Analysis of LS-SVM Transfer Learning: Application to Polsar Classification. - Cyprien Doz; Chengfang Ren; Jean Philippe Ovarlez; Romain Couillet (ICASSP, 2023)

Self-Supervised SAR Anomaly Detection Guided with RX Detector. - Max Muzeau; Chengfang Ren; Sébastien Angélliaume; Mihai Datcu; Jean Philippe Ovarlez (IGARSS, 2023)

Theory and Implementation of Complex-Valued Neural Networks. - Jose Agustin Barrachina; Chengfang Ren; Gilles Vieillard; Christèle Morisseau; Jean Philippe Ovarlez (CoRR, 2023)

Riemannian Optimization for Non-Centered Mixture of Scaled Gaussian Distributions. - Antoine Collas; Arnaud Breloy; Chengfang Ren; Guillaume Ginolhac; Jean Philippe Ovarlez (IEEE Trans. Signal Process., 2023)

Comparison Between Equivalent Architectures of Complex-valued and Real-valued Neural Networks - Application on Polarimetric SAR Image Segmentation. - José Agustin Barrachina; Chengfang Ren; Christèle Morisseau; Gilles Vieillard; Jean Philippe Ovarlez (J. Signal Process. Syst., 2023)

Robust Statistics for Multi-Band SAR Image Change Detection. - Moustapha Diaw; Olivier Lerda; Joana Frontera-Pons; Frédéric Brigui; Jean Philippe Ovarlez (EUSIPCO, 2024)

General Feature Extraction In SAR Target Classification: A Contrastive Learning Approach Across Sensor Types. - Max Muzeau; Joana Frontera-Pons; Chenfang Ren; Jean Philippe Ovarlez (IGARSS, 2024)

SAFE: a SAR Feature Extractor based on self-supervised learning and masked Siamese ViTs. - Max Muzeau; Joana Frontera-Pons; Chengfang Ren; Jean Philippe Ovarlez (CoRR, 2024)

On the False Alarm Probability of the Normalized Matched Filter for Off-Grid Targets: A Geometrical Approach and Its Validity Conditions. - Pierre Develter; Jonathan Bosse; Olivier Rabaste; Philippe Forster; Jean Philippe Ovarlez (IEEE Trans. Signal Process., 2024)

Out-of-Distribution Radar Detection in Compound Clutter and Thermal Noise through Variational Autoencoders. - Y. A. Rouzoumka; Eugénie Terreaux; Christèle Morisseau; Jean Philippe Ovarlez; C. Ren (ICASSP, 2025)

Out-of-Distribution Radar Detection in Compound Clutter and Thermal Noise through Variational Autoencoders. - Y. A. Rouzoumka; Eugénie Terreaux; Christèle Morisseau; Jean Philippe Ovarlez; Chengfang Ren (CoRR, 2025)