Robust control of varying weak hyperspectral target detection with sparse non-negative representation

Raphael Bacher, Céline Meillier, Florent Chatelain, Olivier Michel. Robust control of varying weak hyperspectral target detection with sparse non-negative representation. 2017. <hal-01496201>

Isotropic Multiple Scattering Processes on Hyperspheres

Nicolas Le Bihan, Florent Chatelain, Jonathan Manton. Isotropic 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-01322340>

Bayesian Model for Multiple Change-Points Detection in Multivariate Time Series

Flore Harlé, Florent Chatelain, Cedric Gouy-Pailler, Sophie Achard. Bayesian Model for Multiple Change-Points Detection in Multivariate Time Series. Signal Processing, IEEE Transactions on, IEEE Signal Processing Society, 2016. <hal-01394735>

Competing deterioration processes modeling and RUL estimation based on factorial hidden Markov models

Thanh Trung Le, Florent Chatelain, Christophe Bérenguer. Competing 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

An adaptive robust regression method: Application to galaxy spectrum baseline estimation

Raphael Bacher, Florent Chatelain, Olivier Michel. An 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>. <hal-01462974>

Multi-branch hidden Markov models for remaining useful life estimation of systems under multiple deterioration modes

Thanh Trung Le, Florent Chatelain, Christophe Bérenguer. Multi-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>. <hal-01260906>

SELFI: an object-based, Bayesian method for faint emission line source detection in MUSE deep field data cubes

Céline Meillier, Florent Chatelain, Olivier Michel, Roland Bacon, Laure Piqueras, et al.. SELFI: an object-based, Bayesian method for faint emission line source detection in MUSE deep field data cubes. Astronomy and Astrophysics - A&A, EDP Sciences, 2016, 588, pp.A140. <10.1051/0004-6361/201527724>. <hal-01322356>

Contrôle des erreurs pour la détection d'événements rares et faibles dans des champs de données massifs

Céline Meillier, Florent Chatelain, Olivier Michel, Hacheme Ayasso. Contrôle des erreurs pour la détection d'événements rares et faibles dans des champs de données massifs. XXVème colloque GRETSI (GRETSI 2015), Sep 2015, Lyon, France. <hal-01198721>

Approche bayésienne non paramétrique pour l'imagerie de super-résolution PALM

Raphael Bacher, Florent Chatelain, Laurent Guyon. Approche bayésienne non paramétrique pour l'imagerie de super-résolution PALM. XXVème colloque GRETSI (GRETSI 2015), Sep 2015, Lyon, France. <hal-01463145>

Jump Markov Linear Systems for deterioration modeling and Remaining Useful Life estimation

Thanh Trung Le, Florent Chatelain, Christophe Bérenguer. Jump 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-01237909>