I'm currently a Full Professor at ENS Paris Saclay in the Centre Borelli (UMR 9010). My research activities focus on signal processing (sound, biomedical, image), pattern recognition and machine learning.

15 documents

Articles dans une revue

  • Wilko Guilluy, Laurent Oudre, Azeddine Beghdadi. Video stabilization: Overview, challenges and perspectives. Signal Processing: Image Communication, Elsevier, 2021, 90, pp.116015. ⟨10.1016/j.image.2020.116015⟩. ⟨hal-03134429⟩
  • Sylvain Jung, Mona Michaud, Laurent Oudre, Eric Dorveaux, Louis Gorintin, et al.. The Use of Inertial Measurement Units for the Study of Free Living Environment Activity Assessment: A Literature Review. Sensors, MDPI, 2020, 20 (19), pp.5625. ⟨10.3390/s20195625⟩. ⟨hal-03134425⟩
  • Pierre‐paul Vidal, Alienor Vienne‐jumeau, Albane Moreau, Catherine Vidal, Danping Wang, et al.. An opinion paper on the maintenance of robustness: Towards a multimodal and intergenerational approach using digital twins. AGING MEDICINE, 2020, 3 (3), pp.188-194. ⟨10.1002/agm2.12115⟩. ⟨hal-03187565⟩
  • Clément Dubost, Laurent Oudre, Christophe Labourdette, Nicolas Vayatis, Pierre-Paul Vidal. Quantitative assessment of consciousness during anesthesia without EEG data. Journal of Clinical Monitoring and Computing, Springer Verlag, 2020, ⟨10.1007/s10877-020-00553-4⟩. ⟨hal-03187574⟩
  • Juan Mantilla, Danping Wang, Ioannis Bargiotas, Junhong Wang, Jiuwen Cao, et al.. Motor style at rest and during locomotion in humans. Journal of Neurophysiology, American Physiological Society, 2020, 123 (6), pp.2269-2284. ⟨10.1152/jn.00019.2019⟩. ⟨hal-03187594⟩
  • Aliénor Vienne-Jumeau, Laurent Oudre, Albane Moreau, Flavien Quijoux, Sébastien Edmond, et al.. Personalized Template-Based Step Detection From Inertial Measurement Units Signals in Multiple Sclerosis. Frontiers in Neurology, Frontiers, 2020, 11, ⟨10.3389/fneur.2020.00261⟩. ⟨hal-03187612⟩
  • Tristan Dot, Flavien Quijoux, Laurent Oudre, Aliénor Vienne-Jumeau, Albane Moreau, et al.. Non-Linear Template-Based Approach for the Study of Locomotion. Sensors, MDPI, 2020, 20 (7), pp.1939. ⟨10.3390/s20071939⟩. ⟨hal-03187601⟩
  • Maeva Doron, Thomas Bastian, Aurelia Maire, Emilie Perrin, Laurent Oudre, et al.. SVELTE: Evaluation device of energy expenditure and physical condition for the prevention and treatment of obesity-related diseases through the analysis of a person's physical activities. Ingénierie et Recherche Biomédicale, 2013, 34 (2), pp. 1058-1112. ⟨10.1016/j.irbm.2013.01.006⟩. ⟨hal-00916465⟩
  • Laurent Oudre, Jérémie Jakubowicz, Pascal Bianchi, Chantal Simon. Classification of periodic activities using the Wasserstein distance. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2012, 59 (6), pp.1610-1619. ⟨10.1109/TBME.2012.2190930⟩. ⟨hal-00754950⟩

Communications dans un congrès

  • Clément Lalanne, Maxence Rateaux, Laurent Oudre, Matthieu Robert, Thomas Moreau. Extraction of Nystagmus Patterns from Eye-Tracker Data with Convolutional Sparse Coding. EMBC 2020 - 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society, Jul 2020, Montreal / Virtuel, Canada. pp.928-931. ⟨hal-03022547⟩
  • Pierre Humbert, Julien Audiffren, Laurent Oudre, Nicolas Vayatis. Low Rank Activations for Tensor-Based Convolutional Sparse Coding. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, France. pp.3252-3256, ⟨10.1109/ICASSP40776.2020.9053402⟩. ⟨hal-03134438⟩
  • Thomas Rocher, Matthias Robine, Pierre Hanna, Laurent Oudre. Concurrent Estimation of Chords and Keys from Audio. International Society on Music Information Retrieval (ISMIR), Aug 2010, Utrecht, Netherlands. pp.141-146. ⟨hal-00527147⟩

Pré-publications, Documents de travail

  • Amir Dib, Charles Truong, Laurent Oudre, Mathilde Mougeot, Nicolas Vayatis, et al.. Bayesian Feature Discovery for Predictive Maintenance. 2021. ⟨hal-03154496⟩
  • Pierre Humbert, Laurent Oudre, Nivolas Vayatis, Julien Audiffren. Tensor Convolutional Sparse Coding with Low-Rank activations, an application to EEG analysis. 2020. ⟨hal-02888698v2⟩
  • Pierre Humbert, Julien Audiffren, Laurent Oudre, Nicolas Vayatis. Multivariate Convolutional Sparse Coding with Low Rank Tensor. 2019. ⟨hal-02196166⟩

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