Publications

(2024). Computation of the Fresnel diffraction of Starshades based on a polygonal approximation. SPIE Space Telescopes and Instrumentation.

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(2024). A comparison of solar and stellar coronagraphs that make use of external occulters. SPIE Space Telescopes and Instrumentation.

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(2024). Shape measurement of radio galaxies using Equivariant CNNs.

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(2024). Multi-Step Reconstruction of Radio-Interferometric Images.

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(2024). From linear to nonlinear unfolded Condat-Vũ algorithm for spectro-polarimetric hight-constrast image recovery.

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(2024). A new approach for the numerical calculation of diffraction patterns using starshades. Astronomy and Astrophysics.

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(2023). Distributed Change Point Detection in Streaming Manifold-valued Signals over Graphs. Signals, Systems and Computers (ASILOMAR).

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(2023). Variance Stabilizing Transformations for Intensity Estimators of Shot Noise. IEEE Signal Processing Letters.

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(2023). Online change-point detection with kernels. Pattern Recognition.

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(2022). A Self-Supervised Deep Learning Approach for Blind Denoising and Waveform Coherence Enhancement in Distributed Acoustic Sensing data. IEEE Transactions on Neural Networks and Learning Systems.

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(2022). Self-Supervised Velocity Field Learning for High-Resolution Traffic Monitoring with Distributed Acoustic Sensing. Signals, Systems and Computers (ASILOMAR).

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(2022). Deep Deconvolution Applied to Distributed Acoustic Sensing for Traffic Analysis. European Signal Processing Conference (EUSIPCO).

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(2022). Variance Stabilizing Transformations for Intensity Estimators of Shot Noise. IEEE Signal Processing Letters.

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(2022). Prototypage Rapide d'un Super-Calculateur Dédié à' la Radiastronimie. L’interdisciplinarité, MITI.

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(2022). Deep Deconvolution for Traffic Analysis with Distributed Acoustic Sensing Data. IEEE Transactions on Intelligent Transportation Systems.

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(2021). Next-Generation Traffic Monitoring with Distributed Acoustic Sensing Arrays and Optimum Array Processing. Signals, Systems and Computers (ASILOMAR).

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(2021). Dataflow Algorithm architecture co-design of SKA pipeline for Exascale Radio Astronomy. ISC High Performance 2021 Digital.

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(2020). Online Graph-Based Change Point Detection in Multiband Image Sequences. European Signal Processing Conference (EUSIPCO).

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(2020). Non-parametric community change-points detection in streaming graph signals. 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2019). Distributed change detection in streaming graph signals. 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

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(2019). Performance Bound for Robust Array Calibration in Radio Interferometry. GRETSI.

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(2019). Kernel based online change point detection. European Signal Processing Conference (EUSIPCO).

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(2019). A parallel and automatically tuned algorithm for multispectral image deconvolution. Monthly Notices of the Royal Astronomical Society.

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(2018). Robust distributed calibration of radio interferometers with direction dependent distortions. Signal Processing.

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(2018). A Study on Convolution Using Half--Precision Floating--Point Numbers on GPU for Radioastronomy Deconvolution. IEEE Workshop on Signal Processing Systems (SIPS).

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(2018). Distribution strategies for very large 3D image deconvolution algorithms. Signal Processing: Image Communication.

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(2018). Bayesian calibration using different prior distributions: an iterative maximum a posteriori approach for radio interferometers. European Signal Processing Conference (EUSIPCO).

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(2018). Non-Parametric Online Change-Point Detection with Kernel LMS By Relative Density Ratio Estimation. IEEE Statistical Signal Processing Workshop (SSP).

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(2018). Robust Calibration of Radio Interferometers in Multi-Frequency Scenario. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2018). ADA-PT: An Adaptive Parameter Tuning Strategy Based on the Weighted Stein Unbiased Risk Estimator. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2017). Diffusion LMS for Multitask Problems With Local Linear Equality Constraints. IEEE Transactions on Signal Processing.

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(2017). Unmixing of multispectral photoacoustic images. GRETSI.

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(2017). Parallel image reconstruction for multi-frequency radio-interferometry. International BASP Frontiers workshop.

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(2017). Distributed approach for deblurring large images with shift-variant blur. European Signal Processing Conference (EUSIPCO).

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(2017). A Telemetry Monitoring System Using the One-Class SVM Method. World Congress on Condition Monitoring (WCCM).

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(2017). Nonlinear Unmixing of Hyperspectral Data With Vector-Valued Kernel Functions. IEEE Transactions on Image Processing.

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(2017). Multi-frequency image reconstruction for radio-interferometry with self-tuned regularization parameters. European Signal Processing Conference (EUSIPCO).

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(2017). Method for detecting atypical behaviour of telemetry parameters, and associated computer program product and device.

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(2016). Proximal Multitask Learning Over Networks With Sparsity-Inducing Coregularization. IEEE Transactions on Signal Processing.

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(2016). Diffusion LMS over multitask networks with noisy links. Signals, Systems and Computers (ASILOMAR).

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(2016). Proximity operators for phase retrieval. Applied Optics.

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(2016). Fast and robust detection of a known pattern in an image. European Signal Processing Conference (EUSIPCO).

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(2016). Distributed Multi-Frequency Image Reconstruction For Radio-Interferometry. European Signal Processing Conference (EUSIPCO).

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(2016). The 2016 Interferometric Imaging Beauty Contest. SPIE Optical and Infrared Interferometry and Imaging.

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(2016). Interbands phase models for polychromatic image reconstruction in optical interferometry. SPIE Optical and Infrared Interferometry and Imaging.

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(2016). Fast and robust exo-planet detection in multi-spectral, multi-temporal data. SPIE Optical and Infrared Interferometry and Imaging.

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(2016). Fast and robust exo-planet detection in multi-spectral, multi-temporal data. SPIE Adaptive Optics Systems.

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(2016). Spatial regularization for nonlinear unmixing of hyperspectral data with vector-valued kernel functions. IEEE Statistical Signal Processing Workshop (SSP).

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(2016). Multitask Diffusion Adaptation Over Asynchronous Networks. IEEE Transactions on Signal Processing.

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(2016). Improving Spacecraft Health Monitoring with Automatic Anomaly Detection Techniques. International Conference on Space Operations (SpaceOps).

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(2016). Unsupervised neighbor dependent nonlinear unmixing. 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2016). Diffusion LMS over multitask networks with noisy links. 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2016). Algorithmic aspects for the reconstruction of spatio-spectral data cubes in the perspective of the SKA. Semaine de l’Astrophysique Fran ̧caise, SF2A.

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(2015). Large scale 3D image reconstruction in optical interferometry. European Signal Processing Conference (EUSIPCO).

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(2015). Multi-frequency image reconstruction for radio interferometry. A regularized inverse problem approach. SKA Pathfinders Radio Continuum Surveys (SPARCS).

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(2015). Hyperspectral data unmixing with graph-based regularization. IEEE workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

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(2015). Multitask diffusion LMS with sparsity-based regularization. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2015). A graph Laplacian regularization for hyperspectral data unmixing. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2014). PAINTER: a spatio-spectral image reconstruction algorithm for optical interferometry. Journal of the Optical Society of America, A.

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(2014). Blind and Fully Constrained Unmixing of Hyperspectral Images. IEEE Transactions on Image Processing.

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(2014). Performance analysis of multitask diffusion adaptation over asynchronous networks. Signals, Systems and Computers (ASILOMAR).

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(2014). Dimension Reduction for Hypothesis Testing in Worst-Case Scenarios. IEEE Transactions on Signal Processing.

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(2014). Detection of astrophysical sources in hyperspectral data. Applications to the MUSE instrument. IEEE International Conference on Image Processing (ICIP).

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(2014). GLUP: yet another algorithm for blind unmixing of hyperspectral data. IEEE workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

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(2014). Distributed image reconstruction for very large arrays in radio astronomy. IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM).

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(2014). A Non-Asymptotic Standardization of Binomial Counts in Higher Criticism. IEEE International Symposium on Information Theory (ISIT).

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(2014). Subspace learning in minimax detection. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2014). Statistical characterisation of polychromatic absolute and differential squared visibilities obtained from AMBER/VLTI instrument. Astronomy and Astrophysics.

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(2014). Détection de sources astrophysiques dans les données du spectrographe integral de champ MUSE. Colloque de la Société Française de Photogrammétrie et Télédétection.

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(2013). Nonlinear unmixing of hyperspectral data with partially linear least-squares support vector regression. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2013). Models with products of Dirichlet processes. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2013). Constrained likelihood ratios for detecting sparse signals in highly noisy 3D data. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2013). Back to Results Minimax sparse detection based on one-class classifiers. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2013). New Concepts in Imaging: Optical and Statistical Models. EAS Publications Series.

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(2013). Detection Tests Using Sparse Models, With Application to Hyperspectral Data. IEEE Transactions on Signal Processing.

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(2012). Classification of multivariate data using Dirichlet process mixture models. Signals, Systems and Computers (ASILOMAR).

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(2012). Stationnarité Relative et Approches Connexes. Traitement du signal.

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(2012). Generalization of the posterior distribution of the likelihood ratio to composite vs composite hypotheses testing. ISBA, International Society for Bayesian Analysis.

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(2012). Adaptive inverse control using kernel identification. American Control Conference (ACC).

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(2012). MAP-based sparse detection strategies. Application to the hyperspectral data of the MUSE instrument.. Astronomical Data Analysys, ADA VII.

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(2012). Advances in Machine Learning and Data Mining for Astronomy. Chapman and Hall.

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(2011). PDR and LRMAP detection tests applied to massive hyperspectral data. International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

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(2011). Sparsity-based composite detection tests. Application to astrophysical hyperspectral data. European Signal Processing Conference (EUSIPCO).

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(2011). Restauration des cubes hyperspectraux du spectro-imageur MUSE. GRETSI.

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(2011). Composite hypothesis tests for sparse parameters. IEEE Statistical Signal Processing Workshop.

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(2011). Transitional surrogates. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2011). Apodized Lyot coronagraph for SPHERE/VLT. Experimental Astronomy.

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(2010). Some results on disturbance rejection control for an adaptive optics system. Semaine de l’Astrophysique Fran ̧caise, SF2A.

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(2010). Joint myopic deconvolution. Inverse Problems.

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(2010). Distributed learning with kernels in wireless sensor networks for physical phenomena modeling and tracking. IGARSS.

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(2010). Comparison of methods for detection and characterization of exoplanets with SPHERE/IRDIS. SPIE, Astronomical Telescopes and Instrumentation.

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(2010). Classic adaptive optics: disturbance rejection control. SPIE, Astronomical Telescopes and Instrumentation.

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(2010). Bayesian detection with the posterior distribution of the likelihood ratio. European Signal Processing Conference (EUSIPCO).

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(2009). Detection of a moving source in speckle noise. Application to exoplanet detection. IEEE Transactions on Signal Processing.

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(2009). Lois de Poisson mélangées multivariées : application à la détection en présence de speckles. Traitement du Signal.

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(2009). Detection from a multi-channel sensor using a hierarchical Bayesian model. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2009). Apodized pupil Lyot coronagraphs for arbitrary apertures. II. theoretical properties and application to extremely large telescopes.. The Astrophysical Journal.

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(2009). Analytical computation of the Lyot coronagraph response to an extended source. Journal of the Optical Society of America.

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(2008). The study of an iterative method for the reconstruction of images corrupted by Poisson and Gaussian noise. Inverse Problems.

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(2008). The Software Package SPHERE: a CAOS-based numerical tool for end-to-end simulations of SPHERE/VLT. SPIE, Astronomical Telescopes and Instrumentation.

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(2008). Simulation of moving exoplanets detection using the VLT instrument SPHERE/IRDIS. SPIE, Astronomical Telescopes and Instrumentation.

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(2008). Detection and performance analysis for a moving point source in speckle noise, application to exoplanet detection by direct imaging.. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'08).

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(2008). Apodized apertures for solar coronagraphy. SPIE, Astronomical Telescopes and Instrumentation.

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(2007). Strehl ratio estimation and statistics in adaptive optics images. The Astrophysical Journal Letters.

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(2007). Speckle noise and dynamic range in coronagraphic images. The Astrophysical Journal.

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(2007). Exponential families of mixed Poisson distributions. Journal of Multivariate Analysis.

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(2007). Détection d'exoplanètes à l'aide de méthodes des moments. GRETSI.

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(2007). Bivariate Gamma Distributions for Image Registration and Change Detection. IEEE Transactions on Image Processing.

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(2007). Analytical Analysis of Lyot Coronographs Response. The Astrophysical Journal.

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(2007). An introduction to stellar coronagraphy. Comptes Rendus de L’Académie des Sciences, Physiques.

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(2007). An exoplanet detection algorithm for field-rotated coronagraphic images, and preliminary results for SPHERE. Semaine de l’Astrophysique Fran ̧caise, SF2A.

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(2006). Speckle statistics in direct and coronagraphic imaging. Proceedings of the IAU, Colloquium Vol. 200.

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(2006). Parameter Estimation for Multivariate Mixed Poisson Distributions. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2006). Parameter estimation for multivariate Gamma distributions, application to image registration. European Signal Processing Conference (EUSIPCO).

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(2006). Data Processing for Exoplanet Detection Using Direct Imaging. Proceedings of the IAU, Colloquium Vol. 200.

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(2006). Astronomy with High Contrast Imaging III. EAS Publications Series.

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(2006). Astronomy with High Contrast Imaging III. EAS Publications Series.

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(2006). Apodized Pupil Lyot Coronagraphs: Concepts and application to the Gemini Planet Imager. Proceedings of the IAU, Colloquium Vol. 200.

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(2005). The Noncentral Wishart Distribution: Properties and Application to Speckle Imaging. IEEE Statistical Signal Processing Workshop.

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(2005). Spectral Analysis: Parametric And Non-parametric Digital Methods. Iste Publishing Company.

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(2005). Analyse Statistique de la Détection de Planète par Imagerie Directe. GRETSI.

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(2005). A UMP Unbiaised test for target Detection in Active Coherent Images. Physics in Signal and Image Processing.

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(2004). Signaux Aléatoires, Modélisation Estimation Détection. Hermes.

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(2004). Signaux Aléatoires, Modélisation Estimation Détection. Hermes.

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(2004). Multivariate Mixed Poisson distributions. European Signal Processing Conference (EUSIPCO).

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(2004). Fringe visibility estimation in Michelson stellar interferometry: asymptotic performances. Journal of Optics A: Pure and Applied Optics.

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(2004). Detection Performance for Discrete Test Statistics. Application to Low-Flux Imagery. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2004). Cramer-Rao Lower Bounds in Additive and Multiplicative Noise. EURASIP Signal Processing.

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(2003). Barankin Lower bound for change-points in independent sequences. IEEE Statistical Signal Processing Workshop.

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(2003). Analysis of Flux Variation Detection in Poisson Processes, Application to Direct Detection of Extra-solar Planets. Physics in Signal and Image Processing.

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(2002). Total coronographic extinction of rectangular apertures using linear prolate apodizations. Astronomy and Astrophysics.

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(2002). Spectral Modes Estimation using Whittle-type Criterion, Applications to stellar speckle interferometry. European Signal Processing Conference (EUSIPCO).

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(2002). Parametric modeling of photometric signals. EURASIP Signal Processing.

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(2002). Improvement of coronography using optimal apodizations. SPIE, Astronomical Telescopes and Instrumentation.

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(2002). Changepoint detection in multivariate Poisson distributions. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2002). Astronomy with High Contrast Imaging. EAS Publications Series.

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(2002). Analyse Spectrale. Hermes.

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(2001). Marginal Bayesian analysis of Polynomial-Phase Signals. EURASIP Signal Processing.

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(2001). Interferometric apodization of rectangular apertures. Application to stellar coronography. Astronomy and Astrophysics.

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(2000). Statistical Analysis of SMF Algorithm for Polynomial Phase Signal Analysis. IEEE Statistical Signal and Array Processing Workshop.

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(2000). Statistical Analysis of a Parametric Model for Photometric Signals. European Signal Processing Conference (EUSIPCO).

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(2000). Cramer-Rao Lower Bound on Parameters of Abrupt Changes Corrupted by Additive and Multiplicative Noise. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(1999). Parametric representation of helioseismic data. Part 1: a method for estimation of mode correlation. Astronomy and Astrophysics.

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(1999). Estimation Spectrale Paramétrique de Modes Corréllés, Application à l'Héliosismologie. GRETSI.

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(1999). Detection of extra solar planets using parametric modeling. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(1999). Analyse Statistique de SMF pour l'étude des signaux à phase polynômiale. GRETSI.

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(1998). Parametric Estimation of Correlation in Solar Oscillations. SOHO 6/GONG 98 Workshop.

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(1998). AR Spectral Analysis with Random Missing Observations. IEEE Statistical Signal and Array Processing Workshop.

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(1998). A Parametric Model of the Solar Full-disk Seismological Signal. SOHO 6/GONG 98 Workshop.

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(1997). Spectral Estimation of a Gaussian Signal Sampled with Jitter. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(1997). Sampling Jitter Detection using Higher-Order Statistics. IEEE High Order Statistics workshop.

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(1997). Doppler Ambiguity Resolution Using Multiple PRF. IEEE Transactions on Aerospace and Electronic Systems.

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(1997). Détection bayésienne de saut de fréquence par des méthodes MCMC. GRETSI.

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(1997). Bayesian Estimation of the Parameters of a Polynomial Phase Signal using MCMC methods. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(1996). Stationary moments of a polynomial phase signal, application to parameter estimation. European Signal Processing Conference (EUSIPCO).

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(1996). Polynomial phase signal analysis using stationary moments. EURASIP Signal Processing.

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(1996). Detection and Estimation of Changes in a Polynomial-Phase Signal using the DPPT. European Signal Processing Conference (EUSIPCO).

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(1995). Optimization of Sampling Instants for Non Ambiguous Radar Doppler Frequency Estimation. Workshop on Sampling Theory and Applications.

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(1995). Doppler Ambiguity Resolution Using Staggered PRF with a New Chirp Sweep Rate Estimation Algorithm. IEE Proceedings - Part F Radar, Sonar, Navigation.

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(1995). A parametric model for the quadratic sampling of a bandlimited signal. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(1994). High Order Ergodicity of a Complex Sinusoidal Process. IEEE Transactions on Information Theory.

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(1994). Detection and Estimation of Simultaneous Multiple Phase or Amplitude Jumps in Noisy Sinusoidal Processes. IEEE Conference on Decision and Control.

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(1994). Blind Bursts Handling in Doppler Ambiguity Resolution for Multiple PRF Radar. International Conference on Radar-RADAR'94.

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(1993). Overdetermined Noise Compensation Without Eigendecomposition for Frequency Estimation. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(1993). Numerical Experiments with One Dimensional Adaptive Cubic Algorithm. Computers & Mathematics with Applications.

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(1993). Estimation Doppler Radar Non Ambigüe. GRETSI.

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(1993). Cartographie Doppler et Détection de Cibles Radar. GRETSI.

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(1992). Numerical Experiments with One Dimensional Adaptive Cubic Algorithm. Fourth SIAM Conference on Optimization.

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(1992). New Approach to Estimation of the Frequency of a Noisy Cisoid. European Signal Processing Conference (EUSIPCO).

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(1992). Improvements of a State-Space Iterative Noise Reduction Algorithm for Harmonic Retrieval. IEEE Transactions on Acoustics, Speech and Signal Processing.

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(1992). Estimation of the Fundamental Frequency of a Noisy Sum of Cisoids with Harmonic Related Frequencies. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(1992). Detection of changes in a nonstationary signal using a time varying AR modelling. International Conference on Digital Signal Processing.

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(1991). Estimation of the frequencies of a complex sinusoidal noisy signal using fourth order statistics. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(1991). Détection de trajets multiples se signaux sonar par modélisation évolutive. GRETSI.

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(1991). A single frequency efficient estimator. Electronics letters.

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(1991). A new state-space algorithm for computing the frequencies of sinusoids in white noise. EURASIP Signal Processing.

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(1990). Spectral estimation methods avoiding eigenvector decomposition. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(1990). A state space approach for computing Pisarenko's frequencies. European Signal Processing Conference (EUSIPCO).

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