selected publications
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academic article
- Effcient Sequential Monte-Carlo Samplers for Bayesian Inference. SSRN Electronic Journal. 2017
- A Bayesian Perspective on Multiple Source Localization in Wireless Sensor Networks. IEEE Transactions on Signal Processing. 64:1684-1699. 2015
- Efficient Sequential Monte-Carlo Samplers for Bayesian Inference. IEEE Transactions on Signal Processing. 64:1305-1319. 2015
- An adaptive Bayesian inference algorithm to estimate the parameters of a hazardous atmospheric release. Atmospheric Environment. 122:748-762. 2015
- Double Markov Process blind estimation: Application to communication in a long memory channel. Digital Signal Processing. 29:117-126. 2014
- Spreading code allocation strategy for downlink multicarrier code division multiple access transmission in a correlated Rayleigh fading channel. Wireless Communications and Mobile Computing. 14:659-672. 2012
- MCMC sampling for joint estimation of phase distortions and transmitted symbols in OFDM systems. Digital Signal Processing. 21:341-353. 2010
- Pilot-Aided Sequential Monte Carlo Estimation of Phase Distortions and Transmitted Symbols in Multicarrier Systems. Journal of Electrical and Computer Engineering. 2010. 2009
- Monte Carlo Methods for Channel, Phase Noise, and Frequency Offset Estimation With Unknown Noise Variances in OFDM Systems. IEEE Transactions on Signal Processing. 56:3613-3626. 2008
- One-dimensional barcode reading: an information theoretic approach. Applied Optics. 47:1025-1025. 2008
- Unsupervised classification of radar images using hidden Markov chains and hidden Markov random fields. IEEE Transactions on Geoscience and Remote Sensing. 41:675-686. 2003
- Statistical modelling of ocean SAR images. IEE Proceedings - Radar Sonar and Navigation. 144:348-348. 1997
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blog posting
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conference paper
- A Bayesian approach of the Source Term Estimate coupling retro-dispersion computations with a Lagrangian Particle Dispersion Model and the Adaptive Multiple Importance Sampling. . 2016
- Filtrage particulaire avec une loi de proposition quasi-optimale utilisant la détection souple pour le suivi visuel. HAL (Le Centre pour la Communication Scientifique Directe). 2015
- Modélisation de points imprimés à l’échelle micro-métrique. . 2015
- Particle filtering with a soft detection based near-optimal importance function for visual tracking. . 594-598. 2015
- Estimating Source Term Parameters through Probabilistic Bayesian inference: An Approach based on an Adaptive Multiple Importance Sampling Algorithm. . 2014
- Improving SMC sampler estimate by recycling all past simulated particles. . 117-120. 2014
- Printer identification from micro-metric scale printing. . 2014
- Printer technology authentication from micrometric scan of a single printed dot. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 90280U-90280U. 2014
- Bayesian model selection and parameter estimation in penalized regression model using SMC samplers. European Signal Processing Conference. 1-5. 2013
- Robust Visual Tracking via MCMC-based Particle Filter. HAL (Le Centre pour la Communication Scientifique Directe). 2012
- Robust Visual Tracking via MCMC-based Particle Filter. HAL (Le Centre pour la Communication Scientifique Directe). 2012
- Robust visual tracking via MCMC-based particle filtering. . 1493-1496. 2012
- MALICE : Localisation de sources polluantes depuis un réseau de capteurs. HAL (Le Centre pour la Communication Scientifique Directe). 2011
- A comparative study of Monte-Carlo methods for multitarget tracking. . 205-208. 2011
- New algorithm for 2D barcode detection. 1979-1981. 2009
- Efficient Spreading Code Allocation Strategy for a Downlink MC-CDMA System in a Time Varying Frequency Selective Channel. . 1-5. 2006
- Particle Filter with Hybrid Importance Function for Joint Symbol Detection and Phase Tracking. . 1-5. 2006
- Traitement du bruit de phase par filtrage particulaire en communication numérique. HAL (Le Centre pour la Communication Scientifique Directe). 2005
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