Arnaud Breloy
Publications
Publications
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Modèles de Flux Riemanniens pour l'Interférométrie SARXXXème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2025), Aug 2025, Strabourg, France |
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Évaluation des générateurs d'images à partir de peu d'exemples : calculer le FID avec 10 fois moins d'images, c'est possibleGRETSI’25 XXXe Colloque Francophone de Traitement du Signal et des Images, Groupe de Recherche et d'Etudes de Traitement du Signal et des Images, Aug 2025, Strasbourg, France |
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Riemannian Change Point Detection on Manifolds with Robust Centroid Estimation33rd European Signal Processing Conference, EUSIPCO 2025, EURASIP, Jul 2025, Palermo, Italy. ⟨10.48550/arXiv.2508.18045⟩ |
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Echantillonage de groupes de trames dans l'édition vidéo par modèle de diffusionORASIS 2025, ISEN Yncréa Ouest, Jun 2025, Le Croisic, France |
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Deep unrolling of Robust PCA and Convolutional Sparse Coding for stationary target localization in through wall radar imagingEUSIPCO 2024, Aug 2024, Lyon, France |
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Sparse PCA with False Discovery Rate Controlled Variable SelectionInternational Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024), Apr 2024, Seoul, South Korea. pp.9716-9720, ⟨10.1109/ICASSP48485.2024.10448237⟩ |
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Robust Low-Rank Correlation FittingInternational Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024), Apr 2024, Séoul, South Korea. pp.9416-9420, ⟨10.1109/ICASSP48485.2024.10446634⟩ |
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Through-The-Wall Radar Imaging With Wall Clutter Removal Via Riemannian Optimization On The Fixed-Rank ManifoldICASSP 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. pp.8596-8600, ⟨10.1109/ICASSP48485.2024.10445908⟩ |
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Leveraging Standardization in Graph Learning32nd European Signal Processing Conference (EUSIPCO), Aug 2024, Lyon, France. pp.2492-2496, ⟨10.23919/EUSIPCO63174.2024.10715401⟩ |
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ROBUST AND GLOBALLY SPARSE PCA VIA MAJORIZATION-MINIMIZATION AND VARIABLE SPLITTINGICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes, Greece. ⟨10.1109/ICASSP49357.2023.10094882⟩ |
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Atténuation robuste du fouillis mural en imagerie radar à travers murs par optimisation riemannienneGRETSI, Aug 2023, Grenoble, France |
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Learning Graphical Factor Models with Riemannian OptimizationJoint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2023), Sep 2023, Torino, Italy. ⟨10.1007/978-3-031-43421-1_21⟩ |
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Imagerie radio-interférométrique robuste par dépliement neuronalGRETSI 2023. XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France |
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Entropic Wasserstein component analysisIEEE International Workshop on Machine Learning for Signal Processing (MLSP), Sep 2023, Rome, Italy |
Covariance fitting based InSAR Phase LinkingInternational Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States |
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Optimisation Riemannienne pour l'apprentissage de graphes structurésGRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.585-588 |
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ON THE USE OF GEODESIC TRIANGLES BETWEEN GAUSSIAN DISTRIBUTIONS FOR CLASSIFICATION PROBLEMS2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapour, Singapore. ⟨10.1109/ICASSP43922.2022.9747872⟩ |
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Robust Geometric Metric Learning30th European Signal Processing Conference, EUSIPCO 2022, Aug 2022, Belgrade, Serbia |
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Robust PCA for Through-the-Wall Radar Imaging30th European Signal Processing Conference (EUSIPCO) 2022, EURASIP, Aug 2022, Belgrade, Serbia. pp.2246-2250, ⟨10.23919/EUSIPCO55093.2022.9909960⟩ |
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A Robust EM Algorithm for Radio Interferometric Imaging in The Presence of OutliersSiPS22-IEEE Workshop on Signal Processing Systems, Nov 2022, Rennes, France. pp.1-5, ⟨10.1109/SiPS55645.2022.9919255⟩ |
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Nouvel Algorithme d'estimation de phases pour InSAR multi-temporelle basé sur le maximum de vraisemblanceGRETSI, XXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI, Sep 2022, Nancy, France |
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Apprentissage robuste de distance par géométrie riemannienneGRETSI, XXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI, Sep 2022, Nancy, France |
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A New Phase Linking Algorithm for Multi-temporal InSAR based on the Maximum Likelihood EstimatorIEEE International Geoscience and Remote Sensing Symposium ( IGARSS ) 2022, Jul 2022, Kuala Lumpur, Malaysia |
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Algorithme SAGE pour la calibration robuste de radio-interféromètres en présence d'interférencesXXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI'22, Sep 2022, Nancy, France |
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Robust PCA pour l'imagerie Radar à travers les mursGRETSI, XXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI, Sep 2022, Nancy, France |
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Expectation-Maximization Based Direction of Arrival Estimation Under a Mixture of NoiseEUSIPCO, Aug 2021, Dublin ( virtual ), Ireland. ⟨10.23919/EUSIPCO54536.2021.9615971⟩ |
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On-line Kronecker Product Structured Covariance Estimation with Riemannian geometry for t-distributed dataThe 29th European Signal Processing Conference (EUSIPCO 2021), Aug 2021, Dublin, Ireland. pp.856-859, ⟨10.23919/EUSIPCO54536.2021.9616101⟩ |
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A Riemannian approach to blind separation of t-distributed sources2020 28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam, Netherlands. ⟨10.23919/eusipco47968.2020.9287783⟩ |
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Riemannian framework for robust covariance matrix estimation in spiked modelsICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨10.1109/icassp40776.2020.9054726⟩ |
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Efficient Estimation of Kronecker Product of Linear Structured Scatter Matrices under t-distribution28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. pp.2418-2422, ⟨10.23919/eusipco47968.2020.9287415⟩ |
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Riemannian geometry and Cramér-Rao bound for blind separation of Gaussian sourcesICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨10.1109/icassp40776.2020.9052996⟩ |
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On the Recursions of Robust COMET Algorithm for Convexly Structured Shape Matrix27th European Signal Processing Conference (EUSIPCO 2019), Sep 2019, La Corogne, Spain. ⟨10.23919/eusipco.2019.8903167⟩ |
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Estimation robuste de matrices de dispersion structurées pour des modèles bien/mal spécifiés28eme Colloque francophone de traitement du signal et des images (GRETSI 2019), Aug 2019, Lille, France |
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Détection de Changement Robuste en Rang Faible pour les Séries Temporelles d'Images SARGRETSI 2019, Aug 2019, Lille, France |
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Spectral Shrinkage of Tyler's M -Estimator of Covariance Matrix8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2019), Dec 2019, Guadeloupe, West Indies, France. ⟨10.1109/camsap45676.2019.9022652⟩ |
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Modified Sparse Subspace Clustering for Radar Detection in Non-stationary Clutter2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2019, Le Gosier, France. pp.669-673, ⟨10.1109/CAMSAP45676.2019.9022511⟩ |
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Caractérisations asymptotiques pour les composantes principales des M -estimateursGRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France |
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Une version récursive de RCOMET pour l'estimation robuste de matrices de forme à structure convexe28eme Colloque francophone de traitement du signal et des images (GRETSI 2019), Aug 2019, Lille, France |
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Bornes de Cramér-Rao Intrinsèques pour l'estimation de la matrice de dispersion normalisée dans les distributions elliptiquesGRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France |
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Efficient Estimation of Scatter Matrix with Convex Structure under t-Distribution2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada. pp.4474-4478, ⟨10.1109/icassp.2018.8462449⟩ |
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New asymptotic properties for the robust ANMFThe 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States. ⟨10.1109/ICASSP.2017.7952793⟩ |
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Borne de Cramér-Rao intrinsèque pour la matrice de covariance des distributions elliptiques complexesGRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-Les-Pins, France |
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Nouvelles propriétés asymptotiques de détecteurs robustesVingt-sixième Colloque GRETSI 2017, Sep 2017, Juan-les-Pins, France |
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Robust-COMET for Covariance Estimation in Convex Structures: Algorithm and Statistical Properties2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2017), Dec 2017, Curaçao, Netherlands. pp.1-5, ⟨10.1109/CAMSAP.2017.8313081⟩ |
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A subspace approach for shrinkage parameter selection in undersampled configuration for Regularised Tyler EstimatorsICASSP 2017, Sep 2017, New Orleans, United States. pp.3291 - 3295, ⟨10.1109/ICASSP.2017.7952765⟩ |
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Estimateur de Tyler régularisé dans le cas sous-déterminé. Application à la détection d'objets enfouisGRETSI 2017, Sep 2017, Juan Les Pins, France |
Performance Analysis of DOA and Polarization Estimation Using a Non-uniform Linear COLD Array7th Seminar on Detection Systems, Architectures & Technologies, Feb 2017, Alger, Algeria |
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Robust rank constrained kronecker covariance matrix estimation2016 50th Asilomar Conference on Signals, Systems and Computers, Nov 2016, Pacific Grove, United States. pp.810 - 814, ⟨10.1109/ACSSC.2016.7869159⟩ |
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A robust signal subspace estimator2016 IEEE Statistical Signal Processing Workshop (SSP), Jun 2016, Palma de Majorque, Spain. ⟨10.1109/ssp.2016.7551737⟩ |
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Estimation Robuste de la Matrice de Covariance en contexte Hétérogène Rang Faible25eme Colloque francophone de traitement du signal et des images (GRETSI 2015), Sep 2015, Lyon, France. pp.1-4 |
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Asymptotic Detection Performance Analysis of the Robust Adaptive Normalized Matched FilterIEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancún, Mexico. ⟨10.1109/CAMSAP.2015.7383755⟩ |
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CFAR property and robustness of the lowrank adaptive normalized matched filters detectors in low rank compound gaussian context2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM 2014) , Jun 2014, La Corogne, Spain. pp.301 - 304, ⟨10.1109/SAM.2014.6882401⟩ |
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Numerical performances of low rank stap based on different heterogeneous clutter subspace estimators2014 International Radar Conference , Oct 2014, Lille, France. ⟨10.1109/RADAR.2014.7060426⟩ |
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Robust estimation of the clutter subspace for a Low Rank heterogeneous noise under high Clutter to Noise Ratio assumption2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), May 2014, Florence, Italy. pp.1-5, ⟨10.1109/ICASSP.2014.6853559⟩ |
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Estimation par Maximum de Vraisemblance du sous espace clutter dans un bruit hétérogène rang faible avec application au STAPGRETSI 2013, Sep 2013, Brest, France. pp.1-4 |
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MAXIMUM LIKELIHOOD ESTIMATION OF CLUTTER SUBSPACE IN NON HOMOGENEOUS NOISE CONTEXT21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.1-5 |
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The Fisher-Rao geometry of CES distributionsSpringer. Elliptical Distributions in Signal Processing, 2024, ⟨10.1007/978-3-031-52116-4_2⟩ |
Détection de changements basée sur les covariances de séries d’images SARISTE Edition. Détection de changements et analyse des séries temporelles d’images 1: Méthodes non supervisées, 2022 |
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An Overview of Covariance‐based Change Detection Methodologies in Multivariate SAR Image Time SeriesChange Detection and Image Time Series Analysis 1, 1, Wiley, 2021, ⟨10.1002/9781119882268.ch3⟩ |
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Algorithmes d’estimation et de détection en contexte hétérogène rang faibleTraitement du signal et de l'image [eess.SP]. Université Paris Saclay (COmUE), 2015. Français. ⟨NNT : 2015SACLN021⟩ |
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Some flavours of PCASignal and Image processing. Université Paris Nanterre, 2020 |