
JO
Jean-Philippe Ovarlez
211
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Publications
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⟩
Chapitre d'ouvrage
hal-03519630
v1
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Automatic Target Detection for Sparse Hyperspectral ImagesSaurabh Prasad; Jocelyn Chanussot. Hyperspectral Image Analysis - Advances in Signal Processing and Machine Learning, 15, Springer Nature Switzerland, pp.435-462, In press, 978-3-030-38617-7. ⟨10.1007/978-3-030-38617-7_15⟩
Chapitre d'ouvrage
hal-02089019
v3
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Covariance Matrix Estimation in SIRV and Elliptical Processes and Their Applications in Radar DetectionIET. Modern Radar Detection Theory, chapter 8, Scitech Publishing, pp.295-332, 2015, 978-1-61353-199-0. ⟨10.1049/SBRA509E_ch⟩
Chapitre d'ouvrage
hal-01279530
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On the use of Matrix Information Geometry for Polarimetric SAR Image ClassificationMatrix Information Geometry, Springer Berlin Heidelberg, pp.257-276, 2013, ⟨10.1007/978-3-642-30232-9_10⟩
Chapitre d'ouvrage
istex
hal-02494996
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Quadratic Time-Frequency Analysis III: The Affine Class and Other Covariant ClassesISTE. Time-Frequency Analysis: Concepts and Methods, John Wiley \& Sons, Inc., 2008
Chapitre d'ouvrage
inria-00570550
v1
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Analyse temps-fréquence quadratique {III} : {L}a classe affine et autres classes covariantesF. Hlawatsch and F. Auger. Temps-Fréquence: concepts et outils, Hermès Sciences Publications, 2005
Chapitre d'ouvrage
inria-00570592
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The Mellin TransformThe Transforms and Applications Handbook, 1995, 978-1420066524
Chapitre d'ouvrage
hal-03152634
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Out-of-Distribution Radar Detection in Compound Clutter and Thermal Noise through Variational AutoencodersICASSP, IEEE, Apr 2025, Hyderabad, India
Communication dans un congrès
hal-04975012
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Preserving polarimetric properties in PolSAR image reconstruction through Complex-Valued Auto-EncodersRadarConf24 - 2024 IEEE Radar Conference, Oct 2024, Rennes, France
Communication dans un congrès
hal-04785702
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On the impact of despeckling for supervised SAR super-resolutionEUSAR 2024, Apr 2024, Munich, Germany
Communication dans un congrès
hal-04914978
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Robust Statistics for Multi-Band SAR Image Change DetectionEUSIPCO 2024, Aug 2024, Lyon, France
Communication dans un congrès
hal-04757213
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General Feature Extraction In SAR Target Classification: A Contrastive Learning Approach Across Sensor TypesIGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athènes, Greece. pp.8703-8707, ⟨10.1109/IGARSS53475.2024.10642123⟩
Communication dans un congrès
hal-04915023
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False Alarm Regulation for Off-Grid Target Detection With The Matched FilterICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10094625⟩
Communication dans un congrès
hal-04473604
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Détecteur de Rao robuste pour un sonar à croix de MillsGRETSI, Aug 2023, Grenoble, France
Communication dans un congrès
hal-04234464
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Apprentissage multitâche en grande dimension : classification basée sur les covariancesGRETSI 2023, Aug 2023, Grenoble, France
Communication dans un congrès
hal-04233419
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Large dimensional analysis of LS-SVM transfer learning: Application to POLSAR classificationIEEE International Conference on Acoustics Speech and Signal Processing, Jun 2023, Rhodes, Greece. ⟨10.1109/ICASSP49357.2023.10096840⟩
Communication dans un congrès
hal-04159343
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Self-supervised SAR anomaly detection guided with RX detectorIEEE IGARSS 2023, Jul 2023, Pasadena, United States
Communication dans un congrès
hal-04248086
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Apprentissage auto-supervisé guidé statistiquement pour la détection d'anomalies en imagerie SARGRETSI 2023, Aug 2023, Grenoble, France
Communication dans un congrès
hal-04248060
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Sur la probabilité de détection du filtre adapté pour la détection distance-Doppler de cibles hors-grilleGRETSI 2023 : XXIXème Colloque Francophone de Traitement du Signal et des Images, 2023, Grenoble, France
Communication dans un congrès
hal-04472597
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SAR Anomalies Detection based on Deep LearningXXVIIIème Colloque GRETSI 2022, Sep 2022, Nancy, France
Communication dans un congrès
hal-03790615
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Sur la probabilité de fausse alarme du Filtre Adapté Normalisé pour la détection de cibles hors-grilleGRETSI 2022. XXVIIIème Colloque Francophone de Traitement du Signal et des Images, 2022, Nancy, France
Communication dans un congrès
hal-04472610
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Robust Geometric Metric Learning30th European Signal Processing Conference, EUSIPCO 2022, Aug 2022, Belgrade, Serbia
Communication dans un congrès
hal-03931132
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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⟩
Communication dans un congrès
hal-03752879
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Merits of Complex-Valued Neural Networks for PolSAR image segmentationGRETSI 2022, Sep 2022, Nancy, France
Communication dans un congrès
hal-03830417
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Détection d'anomalies en SAR basée sur les réseaux génératifsGRETSI 2022, Sep 2022, Nancy, France
Communication dans un congrès
hal-03830331
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Complex-valued neural networks for polarimetric sar segmentation using pauli representationIEEE- IGARSS 2022, Jul 2022, Kuala Lumpur, Malaysia. ⟨10.1109/IGARSS46834.2022.9883251⟩
Communication dans un congrès
hal-03752893
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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
Communication dans un congrès
hal-03778386
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Apprentissage par transfert en grande dimension : application aux images SAR polarimétriquesGRETSI 2022 - XXIIXème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès
hal-03829615
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On the False Alarm Probability of the Normalized Matched Filter for Off-Grid Target DetectionICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2022, Singapour, Singapore. pp.5782-5786, ⟨10.1109/ICASSP43922.2022.9746620⟩
Communication dans un congrès
hal-04472542
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Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada. ⟨10.1109/ICASSP39728.2021.9413814⟩
Communication dans un congrès
hal-03144092
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Off-Grid Radar Target Detection with the Normalized Matched Filter: A Monopulse-Based Detection Scheme2021 IEEE Statistical Signal Processing Workshop (SSP), Jul 2021, Rio de Janeiro, Brazil. pp.226-230, ⟨10.1109/SSP49050.2021.9513737⟩
Communication dans un congrès
hal-04472559
v2
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About the equivalence between complex-valued and real-valued fully connected neural networks -application to polinsar imagesIEEE International Workshop on Machine learning for signal processing, Oct 2021, Gold Coast, Australia. ⟨10.1109/MLSP52302.2021.9596542⟩
Communication dans un congrès
hal-03529898
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A Tyler-type estimator of location and scatter leveraging Riemannian optimization2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada. ⟨10.1109/ICASSP39728.2021.9414974⟩
Communication dans un congrès
hal-03144104
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Classification in L-Band of Physical Activities Performed Simultaneously into the Forest by a Group of Persons2021 IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Bruxelles, Belgium. ⟨10.1109/IGARSS47720.2021.9553267⟩
Communication dans un congrès
hal-03616979
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New Doppler Processing for the Detection of Small and Slowly-Moving Targets in Highly Ambiguous Radar Context17th European Radar Conference (EuRAD), 2021, Utrecht, Netherlands. pp. 46-48, ⟨10.1109/EuRAD48048.2021.00023⟩
Communication dans un congrès
hal-03144111
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Characterization of the walking activity within the forest by using a Doppler analysis in the UHF-BAND2020 IEEE International Geoscience and Remote Sensing Symposium (IGARSS2020), Sep 2020, Waikoloa, United States. ⟨10.1109/IGARSS39084.2020.9324453⟩
Communication dans un congrès
hal-03130196
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Adaptive Subspace Detectors for off-grid Mismatched TargetsICASSP 2020, May 2020, Barcelone, Spain. ⟨10.1109/ICASSP40776.2020.9053381⟩
Communication dans un congrès
hal-02904575
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Robust Covariance Matrix Estimation and Portfolio Allocation: The Case of Non-Homogeneous AssetsICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelone, Spain. pp.8449-8453, ⟨10.1109/ICASSP40776.2020.9054100⟩
Communication dans un congrès
hal-03130678
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Features Extraction of the Doppler frequency signature of a human walking at 1 GHzIGARSS 2019, Jul 2019, Yokohama, Japan. ⟨10.1109/IGARSS.2019.8897817⟩
Communication dans un congrès
hal-02364998
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Détection de Changement Robuste en Rang Faible pour les Séries Temporelles d'Images SARGRETSI 2019, Aug 2019, Lille, France
Communication dans un congrès
hal-02388708
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On the Eclipsing Phenomenon with Phase CodesRADAR 2019, Sep 2019, Toulon, France. ⟨10.1109/RADAR41533.2019.171349⟩
Communication dans un congrès
hal-02417491
v1
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Optimisation d'un code de phase robuste aux phénomènes d'éclipseGRETSI 2019, Aug 2019, Lille, France
Communication dans un congrès
hal-02417712
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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⟩
Communication dans un congrès
hal-02155905
v1
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Adaptive Detection Algorithms for Slow Moving Targets in Non-Gaussian ClutterIEEE Radar Conference, Sep 2019, Toulon, France
Communication dans un congrès
hal-02492079
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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
Communication dans un congrès
hal-02155900
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Designing Sar Images Change-point Estimation Strategies Using an Mse Lower Bound2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), IEEE, May 2019, Brighton, United Kingdom. pp.5312-5316, ⟨10.1109/ICASSP.2019.8682875⟩
Communication dans un congrès
hal-02152199
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Robust Detection and Estimation of Change-Points in a Time Series of Multivariate ImagesEUSIPCO 2018, EURASIP, Sep 2018, Rome, Italy. ⟨10.23919/eusipco.2018.8553285⟩
Communication dans un congrès
hal-01840793
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Target and Background Separation in Hyperspectral Imagery for Automatic Target Detection2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'18), Apr 2018, Calgary, Canada. ⟨10.1109/icassp.2018.8462257⟩
Communication dans un congrès
hal-01773529
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A Robust Change Detector for Highly Heterogeneous Multivariate Images2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Apr 2018, Calgary, Canada. ⟨10.1109/icassp.2018.8462253⟩
Communication dans un congrès
hal-01840783
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A Sequence-Filter Joint Optimization26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. pp.1-5, ⟨10.23919/EUSIPCO.2018.8553260⟩
Communication dans un congrès
hal-02057415
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Improving Portfolios Global Performance with Robust Covariance Matrix Estimation: Application to the Maximum Variety Portfolio26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨10.23919/eusipco.2018.8553414⟩
Communication dans un congrès
hal-02124639
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A Toeplitz-Tyler Estimation of the Model Order in Large Dimensional RegimeICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, Calgary, Canada. pp.4489-4493, ⟨10.1109/ICASSP.2018.8461915⟩
Communication dans un congrès
hal-02124624
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New model order selection in large dimension regime for complex elliptically symmetric noise25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos, Greece. ⟨10.23919/EUSIPCO.2017.8081376⟩
Communication dans un congrès
hal-01692642
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A Joint Optimization for Coherent MIMO Radar4th IET International Radar Conference, Oct 2017, Belfast, United Kingdom. ⟨10.1049/cp.2017.0455⟩
Communication dans un congrès
hal-01692649
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Multivariate Linear Time-Frequency modeling and adaptive robust target detection in highly textured monovariate SAR image2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017) , Mar 2017, Nouvelle-Orléans, United States. pp.4029 - 4033, ⟨10.1109/ICASSP.2017.7952913⟩
Communication dans un congrès
hal-01617057
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Estimation de l'Ordre de Modèle pour un Bruit Elliptique Symétrique Complexe en Grande Dimension26eme Colloque GRETSI Traitement du Signal & des Images, GRETSI 2017, Sep 2017, Juan-Les-Pins, France
Communication dans un congrès
hal-01692623
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Simultaneous sparsity-based binary hypothesis model for real hyperspectral target detection2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, Nouvelle-Orléans, United States. ⟨10.1109/ICASSP.2017.7953031⟩
Communication dans un congrès
hal-01692408
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Radar Detection Schemes for Joint Temporal and Spatial Correlated Clutter Using Vector ARMA Models25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos, Greece. 5 p., ⟨10.23919/eusipco.2017.8081373⟩
Communication dans un congrès
hal-01578366
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Sparsity-based Cholesky Factorization and Its Application to Hyperspectral Anomaly Detection2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2014), Dec 2017, Curaçao, Netherlands. ⟨10.1109/CAMSAP.2017.8313124⟩
Communication dans un congrès
hal-01656619
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Optimisation jointe d'une séquence et d'un filtre désadaptéGRETSI 2017, Sep 2017, Juan-Les-Pins, France
Communication dans un congrès
hal-01692635
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Détection de changement sur images SAR monovariées par analyse temps-fréquence linéaireGRETSI 2017, Sep 2017, Juan-Les-Pins, France
Communication dans un congrès
hal-01617062
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Multivariate Change Detection on High Resolution Monovariate SAR Image Using Linear Time-Frequency Analysis25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos, Greece. ⟨10.23919/EUSIPCO.2017.8081548⟩
Communication dans un congrès
hal-01617069
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Exploitation de la parcimonie par la factorisation de Cholesky et son application pour la détection d'anomalies en imagerie hyperspectraleGRETSI 2017, Sep 2017, Juan-Les-Pins, France
Communication dans un congrès
hal-01656899
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Phase Code Optimization for Coherent MIMO Radar Via a Gradient Descent2016 IEEE Radar Conference (RadarConf16), May 2016, Philadelphie, United States. pp.1-6, ⟨10.1109/RADAR.2016.7485178⟩
Communication dans un congrès
hal-01360275
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Robust Adaptive Detection of Buried Pipes using GPR24th European Signal Processing Conference (EUSIPCO 2016), Aug 2016, Budapest, Hungary. ⟨10.1109/EUSIPCO.2016.7760305⟩
Communication dans un congrès
hal-01323391
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Optimization Methods for Solving the Low Autocorrelation Sidelobes Problem2016 17th International Radar Symposium (IRS 2017), May 2016, Cracovie, Poland. pp.1-5, ⟨10.1109/IRS.2016.7497323⟩
Communication dans un congrès
hal-01360260
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Anomaly Detection and Estimation in Hyperspectral Imaging Using RMT ToolsIEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancún, Mexico. ⟨10.1109/CAMSAP.2015.7383763⟩
Communication dans un congrès
hal-01325087
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Asymptotic detection performance of the robust ANMF23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France. pp.524 - 528, ⟨10.1109/EUSIPCO.2015.7362438⟩
Communication dans un congrès
hal-01521934
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Asymptotic Properties of the Robust ANMF40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. pp.2594-2598, ⟨10.1109/ICASSP.2015.7178440⟩
Communication dans un congrès
hal-01270119
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RMT for whitening space correlation and applications to radar detectionIEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015) , Dec 2015, Cancún, Mexico. pp.149 - 152, ⟨10.1109/CAMSAP.2015.7383758⟩
Communication dans un congrès
hal-01262631
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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⟩
Communication dans un congrès
hal-01325083
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Binary partition trees-based robust adaptive hyperspectral RX anomaly detectionICIP 2014 - 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.n/c, ⟨10.1109/ICIP.2014.7026028⟩
Communication dans un congrès
hal-01010392
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On the Use of Time Frequency Analysis for Adaptive Target Detection in Highly Textured Monodimensional Radar ImagesInternational Workshop on Non-Stationary Signal and Image Processing: Theory and Application, COMM 2014 International Conference, May 2014, Bucarest, Romania
Communication dans un congrès
hal-01486041
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SAR Images Refocusing and Scattering Center Detection for Infrastructure MonitoringRadarConf14 - 2014 IEEE Radar Conference, May 2014, Cincinnati, United States. pp.334-339, ⟨10.1109/RADAR.2014.6875610⟩
Communication dans un congrès
hal-01065821
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Characterization of scatterers by their energetic dispersive and anisotropic behaviors in high-resolution laboratory radar imagery2014 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014), IEEE, Jul 2014, Québec, Canada. pp.4715 - 4718, ⟨10.1109/IGARSS.2014.6947546⟩
Communication dans un congrès
hal-01104803
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Robust anomaly detection in hyperspectral imagingIGARSS 2014 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Québec, Canada. ⟨10.1109/IGARSS.2014.6947518⟩
Communication dans un congrès
hal-01010418
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Scattering Centers Monitoring in Refocused SAR Images on a High Resolution DEMIGARSS 2014 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Québec, Canada. pp.1883-1886, ⟨10.1109/IGARSS.2014.6946824⟩
Communication dans un congrès
hal-01104814
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Detection Improvement using Robust Estimates for Hyperspectral Imaging3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France
Communication dans un congrès
hal-00935510
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On the use of the Hotelling's T2 statistic for the hierarchical clustering of hyperspectral dataWHISPERS 2013 - 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2013, Gainesville, United States. pp.n/c, ⟨10.1109/WHISPERS.2013.8080647⟩
Communication dans un congrès
hal-01010382
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Performance Analysis of Robust Detectors for Hyperspectral ImagingIGARSS 2013 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.1-4, ⟨10.1109/IGARSS.2013.6721348⟩
Communication dans un congrès
hal-00934285
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CFAR Clustering of Polarimetric SAR DataSONDRA - 3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France
Communication dans un congrès
hal-00935540
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CFAR Hierarchical Clustering of Polarimetric SAR DataIGARSS 2013 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.2461-2464, ⟨10.1109/IGARSS.2013.6723319⟩
Communication dans un congrès
hal-01010367
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Stochastically based wet snow mapping with SAR dataIGARSS 2012 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.4859-4862, ⟨10.1109/IGARSS.2012.6352524⟩
Communication dans un congrès
hal-00726937
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A class of Robust Estimates for Detection in Hyperspectral Images using Elliptical Distributions BackgroungIGARSS 2012 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.4166 - 4169, ⟨10.1109/IGARSS.2012.6350938⟩
Communication dans un congrès
hal-00781727
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Dry snow backscattering sensivity on density change for SWE estimationIGARSS 2012 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.4418-4421, ⟨10.1109/IGARSS.2012.6350393⟩
Communication dans un congrès
hal-00726925
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Robust Detection using M- estimators for Hyperspectral ImagingWHISPERS 2012 - 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2012, Shanghai, China. ⟨10.1109/WHISPERS.2012.6874335⟩
Communication dans un congrès
hal-00780777
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Exploiting Persymmetry for Low-Rank Space Time Adaptive Processing20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucarest, Romania. pp.81 - 85
Communication dans un congrès
hal-00781738
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Stable Scatterers Detection and Tracking in Heterogeneous Clutter by Repeat-Pass SAR InterferometryEUSAR 2012 - 9th European Conference on Synthetic Aperture Radar, Apr 2012, Nuremberg, Germany. pp.477-480
Communication dans un congrès
hal-00783056
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Robust ANMF test using Huber's M-estimatorIEEE SAM 2012, Jun 2012, Hoboken, United States. pp.373 - 376, ⟨10.1109/SAM.2012.6250514⟩
Communication dans un congrès
hal-00780780
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Stable scatterers detection and tracking in heterogeneous clutter by repeat-pass SAR interferometryACSSC 2010 - 44th Annual Asilomar Conference on Signals Systems and Computers, Nov 2010, Pacific Grove, United States. 5 p., ⟨10.1109/ACSSC.2010.5757751⟩
Communication dans un congrès
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Heterogeneous Clutter Model for High-Resolution Polarimetric SAR Data ProcessingIGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.3744-3747, ⟨10.1109/IGARSS.2011.6050039⟩
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Contribution of Information Geometry for Polarimetric SAR Classification in Heterogeneous AreasIRS 2011 - 12th International Radar Symposium, Sep 2011, Leipzig, Germany. pp.669-674
Communication dans un congrès
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Propriétés asymptotiques d'un estimateur de matrice de covariance complexe robusteGRETSI 2011, Sep 2011, Bordeaux, France
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H/α Unsupervised Classification for Highly Textured Polinsar Images using Information Geometry of Covariance MatricesPOLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2011, Frascati, Italy. 5 p
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Apport de la géométrie de l'information pour la classification d'images SAR polarimétriquesGRETSI 2011 - XXIIIème Colloque francophone de traitement du signal et des images, Sep 2011, Bordeaux, France. 4 p
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On the Extension of the Product Model in Polsar Processing for Unsupervised Classification Using Information Geometry of Covariance MatricesIGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.1361-1364, ⟨10.1109/IGARSS.2011.6049318⟩
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Heterogeneous Clutter Model for High-Resolution Polarimetric SAR Data Parameter EstimationPOLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2011, Frascati, Italy. 6 p
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PolSAR Classification based on the SIRV model with a region growing initializationPOLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Mar 2011, Frascati, Italy. 7 p
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Robust detection using SIRV background modelling for hyperspectral imaging2011 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2011), Jul 2011, Vancouver, Canada. pp.4316-4319, ⟨10.1109/IGARSS.2011.6050186⟩
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Robust Covariance Matrix Estimate with Attractive Asymptotic Properties2011 IEEE 4th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2011) , Dec 2011, San Juan, Puerto Rico. ⟨10.1109/CAMSAP.2011.6136011⟩
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A review of non-Gaussian detectors on different sets of experimental data2nd SONDRA Workshop , May 2010, Cargèse, France
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Improved segmentation in polarimetric SAR images2nd SONDRA Workshop , May 2010, Cargèse, France
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Robust MIMO Radar Detection for Correlated Subarrays2010 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), Mar 2010, Dallas, United States. ⟨10.1109/ICASSP.2010.5496211⟩
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Hybrid MIMO radar: configurations and application on STAP2nd SONDRA Workshop , May 2010, Cargèse, France
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A combined TSVM model and GLRT detector for a roll invariant target detection.EUSAR 2010 - 8th European Conference on Synthetic Aperture Radar, Jun 2010, Aix-la-Chapelle, Germany
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Properties of Robust MIMO Detector18th European Signal Processing Conference (EUSIPCO 2010), Aug 2010, Aalborg, Denmark
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A Test statistic for high resolution polarimetric SAR Data classificationIGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, United States. ⟨10.1109/IGARSS.2010.5651074⟩
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Polarimetric Classification in Highly Textured SAR ImagesSONDRA - 2nd SONDRA Workshop, May 2010, Cargèse, France
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KummerU clutter model for PolSAR data: Application to segmentation and classificationSONDRA - 2nd SONDRA Workshop, May 2010, Cargèse, France. pp.4
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Airborne passive bistatic radar for short range air and ground surveillance2nd SONDRA Workshop , May 2010, Cargèse, France
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Roll Invariant Target Detection based on PolSAR Clutter ModelsIGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, United States. pp.4, ⟨10.1109/IGARSS.2010.5653522⟩
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Advanced Laser Vibrometry in Pulsed Mode using Poly-Pulse Waveforms and Time-frequency ProcessingOPTRO 2010 - 4th International Symposium on Optronics in Defence and Security, Feb 2010, Paris, France
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A statistical approach to polarimetric SAR data classifiactionSONDRA - 2nd SONDRA Workshop, May 2010, Cargèse, France
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Optimal parameter estimation in heterogeneous clutter for high resolution polarimetric SAR dataIGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, United States. pp.855-858, ⟨10.1109/IGARSS.2010.5654203⟩
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A New method for High Resolution Polarimetric SAR Data Classification Based on the M-Box TestEUSAR 2010 - 8th European Conference on Synthetic Aperture Radar, Jun 2010, Aachen, Germany. pp.n.c
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Robustness Analysis of Covariance Matrix Estimates18th European Signal Processing Conference (EUSIPCO 2010), Aug 2010, Aalborg, Denmark
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Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter ModelsIGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.5-8, ⟨10.1109/IGARSS.2009.5418271⟩
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Adaptive MIMO radar detection in non-Gaussian and heterogeneous clutter considering fluctuating targets2009 IEEE/SP 15th Workshop on Statistical Signal Processing , Aug 2009, Cardiff, United Kingdom. 4 p. on CD-ROM, ⟨10.1109/SSP.2009.5278651⟩
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Supervised Classification on SAR Imaging Based on Incoherent polarimetric Time-Frequency Signatures.EUSIPCO 2009, Aug 2009, Glasgow, United Kingdom. pp.CD
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Estimation and segmentation in non-Gaussian POLSAR clutter by SIRV stochastic processesIGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.III-963-III-966, ⟨10.1109/IGARSS.2009.5417935⟩
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Comparaison d'estimateurs de fréquence instantanée et de formes d'ondes pour la vibrométrie laser impulsionnelleGRETSI 2009 - XXIIème Colloque francophone de traitement du signal et des images, Sep 2009, Dijon, France
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Classification supervisée des diffuseurs en imagerie RSO basée sur des signatures polarimétriques non-cohérentes temps-fréquence.XXIIe colloque GRETSI, Sep 2009, Dijon, France. pp.CD
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Comparison of various detection schemes for STAP radar based on experimental data2009 International Radar Conference "Surveillance for a Safer World" (RADAR 2009), Oct 2009, Bordeaux, France
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HyperImage Concept : Multidimensional Time-Frequency Analysis Applied to SAR Imaging.IGARSS 2009, Jul 2009, Le Cap, South Africa. pp.CD
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Estimation of the normalized coherency matrix through the SIRV model. Application to high resolution POLSAR dataPOLinSAR 2009 - 4th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2009, Frascati, Italy. 8 p
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Supervised classification using neural networks based on polarimetric time-frequency signatures.POLINSAR 2009, Jan 2009, Frascati, Italy. pp.CD
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Signal Processing Methods and Poly-Pulse Waveforms for Laser Vibrometry in Pulsed ModeCLRC 2009 - 15th Coherent Laser Radar Conference, Jun 2009, Toulouse, France. 4 p
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Spatio-temporal adaptive detector in non-homogeneous and low-rank clutter2009 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2009), Apr 2009, Taipei, Taiwan. pp.non communiqué, ⟨10.1109/ICASSP.2009.4960016⟩
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Supervised classification by neural networks using polarimetric time-frequency signatures.IGARSS 2009, Jul 2009, Le Cap, South Africa. pp.CD
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Analyse de signaux STAP - Détection et EstimationClub STAP ONERA, Mar 2008, Palaiseau, France
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A sirv-cfar adaptive detector exploiting persymmetric clutter covariance structure2008 IEEE Radar Conference, May 2008, Rome, Italy. pp.CD-ROM Proceedings, ⟨10.1109/RADAR.2008.4720921⟩
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Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data AnalysisIGARSS 2008 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, United States. ⟨10.1109/IGARSS.2008.4778796⟩
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On Persymmetric Covariance Matrices in Adaptive Detection2008 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), Mar 2008, Las Vegas, United States. ⟨10.1109/ICASSP.2008.4518107⟩
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Coherency matrix estimation for heterogeneous clutter through the SIRV model. Application to high resolution POLSAR imagesDLR-CNES 2008 - 8th Workshop Information Extraction and Scene Understanding for Meter Resolution Images, Oct 2008, Toulouse, France
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Classification based on the polarimetric dispersive and anisotropic behavior of scatterersPOLINSAR 2007, Jan 2007, Frascati, Italy
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Characterization of scatterers by their anisotropic and dispersive behavior.IGARSS 2007, Jul 2007, Barcelone, Spain. pp.CD
Communication dans un congrès
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SAR Imaging using Multidimensional Time-Frequency Analysis.PSIP 2007, Feb 2007, Mulhouse, France. pp.CD
Communication dans un congrès
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Full exploitation of wavelet coefficients in radar imaging for improving the detection of a class of sources in the context of real data2006 14th European Signal Processing Conference, Sep 2006, Florence, Italy
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On a SIRV-CFAR detector with radar experimentations in impulsive noise14th European Signal Processing Conference (EUSIPCO 2006), Sep 2006, Florence, Italy
Communication dans un congrès
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Study of Dispersive and Anisotropic Scatterers Behavior in Radar Imaging Using Time-Frequency Analysis and Polarimetric Coherent Decomposition.International Radar Conference 2006, 2006, Verona, United States. pp.24-27 avril
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Romulus: Along Track Formation of Radar Satellites for MTI (Moving Target Identification) and High SAR Performance2006 IEEE International Symposium on Geoscience and Remote Sensing, Jul 2006, Denver, United States. pp.3838-3841, ⟨10.1109/IGARSS.2006.984⟩
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Study of dispersive and anisotropic scatterers behaviour in radar imaging using time-frequency analysis and polarimetric6th European Conference on Synthetic Aperture Radar, EUSAR 2006, 2006, Dresden, Germany. pp.16-18 mai
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Propriété CFAR-Matrice du Détecteur BORD -Application Radar sur Signaux Expérimentaux non-GaussiensVingt-cinquième Colloque GRETSI 2005, Sep 2005, Louvain-la-Neuve, Belgique
Communication dans un congrès
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Propriété CFAR-matrice du détecteur BORD2005, Louvain-la-Neuve, Belgique
Communication dans un congrès
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Theoretical Analysis of an Improved Covariance Matrix Estimator in non-Gaussian Noise(ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005., Mar 2005, Philadelphie, United States. pp.69-72, ⟨10.1109/ICASSP.2005.1415947⟩
Communication dans un congrès
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Constant False Alram Rate Detection in Spherically Invariant Random Processes2004
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SAR imaging using multidimensional continuous wavelet transform2004 12th European Signal Processing Conference, Sep 2004, Vienna, Austria
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Radar Detection in Compund-Gaussian Clutter2004, Toulouse, France
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Constant false alarm rate detection in Spherically Invariant Random Processes12th European Signal Processing Conference (EUSIPCO 2008), Sep 2004, Vienna, Austria
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Bayesian Optimum Radar Detector Performances Against Ground Clutter DataProc. of the IEEE-RADAR-04,, Oct 2004, Toulouse, France
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Radar Detection in Compound-Gaussian ClutterIEEE-RADAR-04, Oct 2004, Toulouse, France
Communication dans un congrès
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Saddlepoint approximation applied to fusion in multiple sensor and to detection in clutterProceedings of the Sixth International Conference of Information Fusion, Jul 2003, Cairns, Australia. pp.122-128, ⟨10.1109/ICIF.2003.177436⟩
Communication dans un congrès
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PEOD: Pade estimated optimum (radar) detector2001 IEEE Radar Conference, Aug 2002, Atlanta, United States. pp.270-274, ⟨10.1109/NRC.2001.922989⟩
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Bayesian Optimum Radar Detector in non-Gaussian noiseProceedings of ICASSP '02, May 2002, Orlando, United States. pp.II-1289-II-1292, ⟨10.1109/ICASSP.2002.5744038⟩
Communication dans un congrès
hal-03152666
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Optimum signal synthesis for time-scale estimation1998 IEEE International Conference on Acoustics, Speech, and Signal Processing, May 1998, Seattle, United States. pp.1557-1560, ⟨10.1109/ICASSP.1998.681748⟩
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Cramer Rao bound computation for velocity estimation in the broad-band case using the Mellin transformProceedings of ICASSP '93, Apr 1993, Minneapolis, United States. pp.273-276 vol.1, ⟨10.1109/ICASSP.1993.319108⟩
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Computation of affine time-frequency distributions using the fast Mellin transform[Proceedings] ICASSP-92: 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 1992, San Francisco, United States. pp.117-120 vol.5, ⟨10.1109/ICASSP.1992.226644⟩
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Dimensionalized wavelet transform with application to radar imaging[Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing, Apr 1991, Toronto, Canada. pp.2909-2912 vol.4, ⟨10.1109/ICASSP.1991.151011⟩
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Discrete Mellin transform for signal analysisInternational Conference on Acoustics, Speech, and Signal Processing, Apr 1990, Albuquerque, United States. pp.1603-1606, ⟨10.1109/ICASSP.1990.115730⟩
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Sparsity-based Cholesky Factorization and Its Application to Hyperspectral Anomaly Detection2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2014), Dec 2017, Curaçao, Netherlands. 2017
Poster de conférence
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Improving portfolios global performance using a cleaned and robust covariance matrix estimate2019
Autre publication scientifique
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Robust covariance matrix estimation and portfolio allocation: the case of non-homogeneous assets2019
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Recent advances in adaptive radar detection2014
Autre publication scientifique
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SAFE: a SAR Feature Extractor based on self-supervised learning and masked Siamese ViTs2024
Pré-publication, Document de travail
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Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data2020
Pré-publication, Document de travail
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Comments on «Automatic Target Detection for Sparse Hyperspectral Images» by Ahmad W. Bitar et al.[Technical Report] American University of Beirut; CentraleSupélec, Université Paris-Saclay; ONERA -- The French Aerospace Lab. 2020
Rapport
(rapport technique)
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