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hal-00372293v1  Communication dans un congrès
Florent ChatelainUsing marked point processes for the change-point problem
Sixth International Conference on Condition Monitoring and Machinery Failure Prevention Technologies. CM 2009 and MFPT 2009, Jun 2009, Dublin, Ireland. pp.n/a, 2009
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hal-00865968v1  Communication dans un congrès
Florent ChatelainNicolas Le Bihanvon Mises-Fisher approximation of multiple scattering process on the hypersphere
38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), May 2013, Vancouver, Canada. Proceedings of ICASSP 2013, 2013
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hal-01462974v1  Communication dans un congrès
Raphael BacherFlorent ChatelainOlivier MichelAn adaptive robust regression method: Application to galaxy spectrum baseline estimation
41st IEEE International Conference on Acoustics, Speech and SIgnal Processing (ICASSP 2016), Mar 2016, Shanghai, China. pp.4423 - 4427, 2016, Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE International Conference on. <10.1109/ICASSP.2016.7472513>
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hal-01463145v1  Communication dans un congrès
Raphael BacherFlorent ChatelainLaurent GuyonApproche bayésienne non paramétrique pour l'imagerie de super-résolution PALM
XXVème colloque GRETSI (GRETSI 2015), Sep 2015, Lyon, France
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hal-01411405v1  Communication dans un congrès
Thanh Trung LeFlorent ChatelainChristophe BérenguerCompeting deterioration processes modeling and RUL estimation based on factorial hidden Markov models
P. Scarf, S. Wu, P. Do. 9th IMA International Conference on Modelling in Industrial Maintenance and Reliability (MIMAR), Jul 2016, Londres, United Kingdom. Institute of Mathematics and its Applications, Proceedings of the 9th IMA International Conference on Modelling in Industrial Maintenance and Reliability, pp.108-113, 2016, Proceedings of the 9th IMA International Conference on Modelling in Industrial Maintenance and Reliability
hal-00639697v1  Chapitre d'ouvrage
Radu StoicaFlorent ChatelainMarc SigelleInférence paramétrique pour les processus ponctuels marqués en analyse d'images
Xavier Descombes. Applications de la géométrie stochastique à l'analyse d'images, Hermes Science Publications, pp.103-143, 2011, Série Signal et Image, IC2
hal-01237916v1  Communication dans un congrès
Thanh Trung LeFlorent ChatelainChristophe BérenguerPrognosis based on Multi-branch Hidden semi-Markov Models: A case study
9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS'15), Sep 2015, Paris, France. IFAC, pp.91-96, 2015, Preprints, 9th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes
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hal-01084379v1  Communication dans un congrès
Thanh Trung LeChristophe BérenguerFlorent ChatelainMulti-Branch Hidden Semi-Markov Modeling for RUL Prognosis
Annual Reliability and Maintainability Symposium - RAMS 2015, Jan 2015, Orlando, FL, United States. IEEE, pp.122-128, 2015, Proc. Annual Reliability and Maintainability Symposium - RAMS 2015. <10.1109/RAMS.2015.7105132>
hal-00391770v1  Communication dans un congrès
Florent ChatelainJean-Yves TourneretNadine MartinMultivariate Markovian gamma distributions for multitemporal sequences of SAR images
IEEE Workshop on Statistical Signal Processing, SSP, Aug 2009, Cardiff, United Kingdom. 2009
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hal-01027509v1  Communication dans un congrès
Thanh Trung LeFlorent ChatelainChristophe BérenguerHidden Markov Models for diagnostics and prognostics of systems under multiple deterioration modes
European Safety and Reliability Conference (ESREL 2014), Sep 2014, Wroclaw, Poland. Taylor & Francis - CRC Press/Balkema, Safety and Reliability: Methodology and Applications - Proceedings of the European Safety and Reliability Conference, ESREL 2014, pp.1197-1204, 2014
hal-01237909v1  Communication dans un congrès
Thanh Trung LeFlorent ChatelainChristophe BérenguerJump Markov Linear Systems for deterioration modeling and Remaining Useful Life estimation
Podofillini et al. 25th European Safety and Reliability Conference (ESREL 2015), Sep 2015, Zürich, Switzerland. Taylor & Francis, pp.1287-1295, 2015, Safety and Reliability of Complex Engineered Systems - Proc. of the 25th European Safety and Reliability Conference - ESREL 2015
hal-00391719v1  Communication dans un congrès
Florent ChatelainXavier DescombesJosiane ZerubiaParameter estimation for marked point processes. Application to object extraction from remote sensing images
D. Cremers et al. 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition., Aug 2009, Bonn, Germany. Springer-Verlag Berlin Heidelberg, 5681, pp.221-234, 2009, Lecture Notes in Computer Science (LNCS)
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hal-00642152v1  Communication dans un congrès
Aude CostardFlorent ChatelainOlivier MichelA Bayesian marked point process for object detection. Application to MUSE hyperspectral data
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), May 2011, Pragues, Czech Republic. pp.SPTM-L2.6, 2011
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inria-00494739v1  Communication dans un congrès
Philippe BernardoffFlorent ChatelainJean-Yves TourneretMasses des lois multinomiales négatives. Application au traitement d'images polarimétriques.
42èmes Journées de Statistique, May 2010, Marseille, France. 2010
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hal-00639711v1  Communication dans un congrès
Florent ChatelainAude CostardOlivier MichelA Bayesian marked point process for object detection. Application to MUSE hyperspectral data
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), May 2011, Prague, Czech Republic. pp.3628-­3631, 2011
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hal-00639876v1  Communication dans un congrès
Florent ChatelainAude CostardOlivier MichelExtraction de galaxies dans les données hyperspectrales MUSE : une approche objet non supervisée
XXIIIème colloque GRETSI (GRETSI 2011), Sep 2011, Bordeaux, France. 2011
hal-00481843v1  Communication dans un congrès
Philippe BernardoffFlorent ChatelainJean-Yves TourneretMasses des lois multinomiales négatives. Application au traitement d'images polarimétriques
42èmes Journées de Statistique, May 2010, Marseille, France. pp.0-0, 2010
hal-00796020v1  Chapitre d'ouvrage
Radu StoicaFlorent ChatelainMarc SigelleParametric Inference for Marked Point Processes in Image Analysis
X. Descombes. Stochastic Geometry for Image Analysis, Wiley, pp.113-159, 2012, Digital Signal and Image Processing Series
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hal-01322340v1  Article dans une revue
Nicolas Le BihanFlorent ChatelainJonathan MantonIsotropic Multiple Scattering Processes on Hyperspheres
IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2016, 62 (10), pp.5740-5752. <10.1109/TIT.2015.2508932>
hal-01260906v1  Article dans une revue
Thanh Trung LeFlorent ChatelainChristophe BérenguerMulti-branch hidden Markov models for remaining useful life estimation of systems under multiple deterioration modes
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, SAGE Publications, 2016, 230 (5), pp.473-484. <10.1177/1748006X15624584>
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hal-00638665v1  Article dans une revue
Saima Ben HadjFlorent ChatelainXavier DescombesJosiane ZerubiaApproche non supervisée par processus ponctuels marqués pour l'extraction d'objets à partir d'images aériennes et satellitaires
Revue Française de Photogrammétrie et de Télédétection, Société Française de Photogrammétrie et de Télédétection, 2010, 194, pp.2-15
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hal-00511097v1  Communication dans un congrès
Matthieu SanquerFlorent ChatelainMabrouka El-GuedriNadine MartinBayesian curve fitting for transient signals by using smooth transition regression models.
Conference on Condition Monitoring and Machinery Failure Prevention Technologies (CM and MFPT 2010), Jun 2010, Stratford-upon-Avon, United Kingdom. pp.n.c., 2010
hal-01394735v1  Article dans une revue
Flore HarléFlorent ChatelainCedric Gouy-PaillerSophie AchardBayesian Model for Multiple Change-Points Detection in Multivariate Time Series
Signal Processing, IEEE Transactions on, IEEE Signal Processing Society, 2016
hal-00481814v1  Communication dans un congrès
Réza ShirvanyMarie ChabertFlorent ChatelainJean-Yves TourneretMaximum likelihood estimation of the polarization degree from two multi-look intensity images
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), Mar 2010, Dallas, United States. pp.1198-1201, 2010
hal-00475975v1  Article dans une revue
Florent ChatelainJean-Yves TourneretMuriel RocheMehdi AlouiniEstimating the polarization degree of polarimetric images in coherent illumination using maximum likelihood methods
Journal of the Optical Society of America. A: Optics, Image Science & Vision, 2009, 26 (6), pp.1348-1359. <10.1364/JOSAA.26.001348>
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hal-00845137v1  Communication dans un congrès
Matthieu SanquerFlorent ChatelainMabrouka El-GuedriNadine MartinHierarchical Bayesian learning for electrical transient classification,
38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), May 2013, Vancouver, Canada. Proceedings of ICASSP 2013, pp.s/n, 2013
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