Publications

Journal papers

W. Guilluy, L. Oudre, A. Beghdadi. Video stabilization: Overview, challenges and perspectives. Signal Processing: Image Communication, 90:116015, 2021 pdf
S. Jung, M. Michaud, L. Oudre, E. Dorveaux, L. Gorintin, N. Vayatis, D. Ricard. The Use of Inertial Measurement Units for the Study of Free Living Environment Activity Assessment: A Literature Review. Sensors, 20(19), 5625 , 2020 pdf
P.-P. Vidal, A. Vienne-Jumeau, A. Moreau, C. Vidal, D. Wang, J. Audiffren, I. Bargiotas, R. Barrois, S. Buffat, C. Dubost, J.-M. Ghidaglia, C. Labourdette, J. Mantilla, L. Oudre, F. Quijoux, M. Robert, A. Yelnik, D. Ricard, N. Vayatis. An opinion paper on the maintenance of robustness: Towards a multimodal and intergenerational approach using digital twins. Aging Medicine, 2020 pdf
C. Dubost, P. Humbert, L. Oudre, C. Labourdette, N. Vayatis, P.-P. Vidal. Quantitative assessment of consciousness during anesthesia without EEG data. Journal of Clinical Monitoring and Computing, 2020 pdf
J. Mantilla, D. Wang, I. Bargiotas, J. Wang, J. Cao, L. Oudre, P.-P. Vidal. Motor style at rest and during locomotion in human. Journal of Neurophysiology, 123(6):2269-2284, 2020 pdf
T. Dot, F. Quijoux, L. Oudre, A. Vienne-Jumeau, A. Moreau, P.-P. Vidal, D.Ricard. Non-Linear Template-Based Approach for the Study of Locomotion. Sensors, 20(7):1939 , 2020 pdf
A. Vienne-Jumeau, L. Oudre, A. Moreau, F. Quijoux, S. Edmond, M. Dandrieux, E. Legendre, P.-P. Vidal, D. Ricard. Personalized template-based step detection from Inertial Measurement Units signals in Multiple Sclerosis. Frontiers in Neurology, 11-261, 2020 pdf
C. Truong, L. Oudre, N. Vayatis. Selective review of offline change point detection methods. Signal Processing, 167:107299, 2020 pdf
P. Humbert, C. Dubost, J. Audiffren, L. Oudre. Apprenticeship Learning for a Predictive State Representation of Anesthesia. IEEE Transactions on Biomedical Engineering, 67(7):2052-2063, 2020. pdf
C. Truong, L. Oudre, N. Vayatis. Greedy kernel change point detection. IEEE Transactions on Signal Processing, 67(24):6204-6214, 2019. pdf
C. Truong, R. Barrois-Müller, T. Moreau, C. Provost, A. Vienne-Jumeau, A. Moreau, P.-P. Vidal, N. Vayatis, S. Buffat, A. Yelnik, D. Ricard, L. Oudre. A Data Set for the Study of Human Locomotion with Inertial Measurements Units. Image Processing On Line, 9:381-390, 2019. pdf
A. Vienne-Jumeau, L. Oudre, A. Moreau, F. Quijoux, P.-P. Vidal, D. Ricard. Comparing Gait Trials with Greedy Template Matching. Sensors 19(14):3089, 2019 pdf
L. Oudre, R. Barrois-Müller, T. Moreau, C. Truong, A. Vienne-Jumeau, D. Ricard, N. Vayatis, P.-P. Vidal.  Template-Based Step Detection with Inertial Measurement Units. Sensors, 18(11):4033, 2018 pdf
L. Oudre. Interpolation of missing samples in sound signals based on autoregressive modeling. Image Processing On Line, 8:329-344, 2018. pdf
R. Barrois-Müller, D. Ricard, L . Oudre, L. Tlili, C. Provost, A. Vienne, P.-P. Vidal, S. Buffat, A. Yelnik.  Observational Study of 180° Turning Strategies Using Inertial Measurement Units and Fall Risk in Poststroke Hemiparetic Patients. Frontiers in Neurology, 8-194, 2017 pdf
R. Barrois-Müller, T. Gregory, L . Oudre, T. Moreau, C. Truong, A. Pulini, A. Vienne, C. Labourdette, N. Vayatis, S. Buffat, A. Yelnik, C. de Waele, S. Laporte, P.-P. Vidal and D. Ricard.  An Automated Recording Method in Clinical Consultation to Rate the Limp in Lower Limb Osteoarthritis. PloS one, 11(10):e0164975, 2016 pdf
L. Oudre. Automatic detection and removal of impulsive noise in audio signals. Image Processing On Line, 5:267-281, 2015. pdf
L. Oudre. Optimization of the cost function in the Monge-Kantorovich Problem (MKP) under the Monge condition. International Journal of Pattern Recognition and Artificial Intelligence, 28(5):1451006, 2014. pdf
M. Doron, T. Bastian, A. Maire, E. Perrin, L. Oudre, H. Ovigneur, F. Gris, A.-L. Francis, M. Antonakios, and R. Guillemaud. 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. IRBM (BioMedical Engineering and Research), 34(2):108-112, 2013. pdf
L. Oudre, J. Jakubowicz, P. Bianchi, and C. Simon. Classification of periodic activities using the Wasserstein distance. IEEE Transactions on Biomedical Engineering, 59(6):1610-1619, 2012. pdf
L. Oudre, C. Févotte, and Y. Grenier. Probabilistic template-based chord recognition. IEEE Transactions on Audio, Speech and Language Processing, 19(8):2249-2259, 2011. pdf
L. Oudre, Y. Grenier, and C. Févotte. Chord recognition by fitting rescaled chroma vectors to chord templates. IEEE Transactions on Audio, Speech and Language Processing, 19(7):2222-2233, 2011. pdf

Book chapter

L. Oudre, T. Stathaki, and N. Mitianoudis. Image Fusion: Algorithms and Applications, chapter Image Fusion Using Optimization of Statistical Measurements, pages 251-272. Academic Press, 2008. pdf

International conference papers

T. Gnassounou, P. Humbert, L. Oudre. Adaptive Subsampling of Multidomain Signals with Graph Products. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, 2021. pdf
A. Mazarguil, L. Oudre and N. Vayatis. Localized interpolation for graph signals. In Proceedings of the European Signal Processing Conference (EUSIPCO), Amsterdam, The Netherlands, 2020. pdf
C. Lalanne, M. Rateaux, L. Oudre, M. Robert and T. Moreau. Extraction of Nystagmus Patterns from Eye-Tracker Data with Convolutional Sparse Coding. In Proceedings of the International Conference of the IEEE Engineering in Medecine and Biology Society (EMBC), Montreal, Canada, 2020. pdf
P. Humbert, J. Audiffren, L. Oudre and N. Vayatis. Low rank activations for tensor-based convolutional sparse coding. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 3252-3256, Barcelona, Spain, 2020. pdf
P. Humbert, L. Oudre and N. Vayatis. Subsampling of Multivariate Time-Vertex Graph Signals. In Proceedings of the European Signal Processing Conference (EUSIPCO), A Coruna, Spain, 2019. pdf
B. Le Bars, P. Humbert, L. Oudre and A. Kalogeratos. Learning laplacian matrix from bandlimited graph signals. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 2937-2941, Brighton, UK, 2019. pdf
C. Truong, L. Oudre and N. Vayatis. Supervised kernel change point detection with partial annotations. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 3147-3151, Brighton, UK, 2019. pdf
W. Guilluy, A. Beghdadi and L. Oudre. A Performance Evaluation Framework for Video Stabilization Methods. In Proceedings of the European Workshop on Visual Information Processing (EUVIP), Tampere, Finland, 2018. pdf
W. Guilluy, L. Oudre and A. Beghdadi. Feature Trajectories Selection for Video Stabilization. In Proceedings of the European Signal Processing Conference (EUSIPCO), Rome, Italy, 2018. pdf
T. Moreau, L. Oudre and N. Vayatis. DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding. In Proceedings of the International Conference on Machine Learning (ICML), pages 3626-3634, Stockholm, Sweden, 2018. pdf
C. Truong, L. Oudre and N. Vayatis. Penalty Learning for Changepoint Detection. In Proceedings of the European Signal Processing Conference (EUSIPCO), pages 1614-1618, Kos Island, Greece, 2017. pdf
J. Mantilla, L. Oudre, R. Barrois-Müller, A. Vienne, D. Ricard. Template-DTW based on inertial signals: preliminary results for step characterization. In Proceedings of the International Conference of the IEEE Engineering in Medecine and Biology Society (EMBC), pages 2267-2270, Jeju Island, Korea, 2017. pdf
P. Humbert, J. Audiffren, C. Dubost and L. Oudre Learning from an expert in anesthesia. In NIPS Workshop on Machine Learning for Health, Barcelona, Spain, 2016. pdf
T. Moreau , L. Oudre and N. Vayatis. Distributed Convolutional Sparse Coding via Message Passing Interface. In NIPS Workshop Nonparametric Methods for Large Scale Representation Learning, Montréal, Canada, 2015. pdf
R. Barrois-Müller, L. Oudre, T. Moreau, C. Truong, N. Vayatis, S. Buffat, A. Yelnik, C. de Waele, T. Grégory, S. Laporte, P.P. Vidal, D. Ricard. Quantify osteoarthritis gait at the doctor's office: a simple pelvis accelerometer based method independent from footwear and aging. Computer Methods in Biomechanics and Biomedical Engineering, 18(Sup1):1880-1881, 2015. pdf
L. Oudre, M. Doron, and C. Simon. Segmentation and classification of dynamic activities from accelerometer signals. InImpact: The Journal of Innovation Impact : Special Edition on Innovation in Medicine and Healthcare, 6(1):66-73, 2013. pdf
N. Limare, L. Oudre, and P. Getreuer. IPOL: Reviewed Publication and Public Testing of Research Software. In Proceedings of the IEEE International Conference on eScience, pages 1-8, Chicago, USA, 2012. pdf
L. Oudre, A. Lung-Yut-Fong, and P. Bianchi. Segmentation of accelerometer signals recorded during continuous treadmill walking. In Proceedings of the European Signal Processing Conference (EUSIPCO), Barcelona, Spain, 2011. pdf
L. Oudre, C. Févotte, and Y. Grenier. Probabilistic framework for template-based chord recognition. In Proceedings of the IEEE International Workshop on Multimedia Signal Processing (MMSP), pages 183-187, St Malo, France, 2010. pdf
T. Rocher, M. Robine, P. Hanna, and L. Oudre. Concurrent estimation of chords and keys from audio. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), pages 141-146, Utrecht, Netherlands, 2010. pdf
L. Oudre, Y. Grenier, and C. Févotte. Chord recognition using measures of fit, chord templates and filtering methods. In Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), pages 9-12, New York, USA, 2009. pdf
L. Oudre, Y. Grenier, and C. Févotte. Template-based chord recognition : influence of the chord types. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), pages 153-158, Kobe, Japan, 2009. pdf

National conference papers

A. Mazarguil, L. Oudre and N. Vayatis. Quantification de l'étendue d'un signal sur graphe. In Proceedings of the Groupe de Recherche et d'Etudes en Traitement du Signal et des Images (GRETSI), Lille, France, 2019. pdf
C. Truong, L. Oudre and N. Vayatis. Segmentation supervisée de signaux. Méthodes à noyaux et annotations partielles. In Proceedings of the Groupe de Recherche et d'Etudes en Traitement du Signal et des Images (GRETSI), Lille, France, 2019. pdf
L. Oudre , T. Moreau , C. Truong , R. Barrois-Müller , R. Dadashi , and T. Grégory. Détection de pas à partir de données d'accélérométrie. In Proceedings of the Groupe de Recherche et d'Etudes en Traitement du Signal et des Images (GRETSI), Lyon, France, 2015. pdf
T. Moreau , L. Oudre , and N. Vayatis. Groupement automatique pour l'analyse du spectre singulier. In Proceedings of the Groupe de Recherche et d'Etudes en Traitement du Signal et des Images (GRETSI), Lyon, France, 2015. pdf
C. Truong , L. Oudre , and N. Vayatis. Segmentation de signaux physiologiques par optimisation globale. In Proceedings of the Groupe de Recherche et d'Etudes en Traitement du Signal et des Images (GRETSI), Lyon, France, 2015. pdf
L. Oudre. Est-il possible de restaurer automatiquement des signaux audio corrompus par du bruit impulsionnel ? In Proceedings of the Groupe de Recherche et d'Etudes en Traitement du Signal et des Images (GRETSI), Brest, France, 2013. pdf
L. Oudre, A. Lung-Yut-Fong, and P. Bianchi. Segmentation automatique de signaux issus d'un accéléromètre triaxial en période de marche. In Proceedings of the Groupe de Recherche et d'Etudes en Traitement du Signal et des Images (GRETSI), Bordeaux, France, 2011. pdf

International and national communications (without proceedings)

R. Barrois-Müller, D. Ricard, L. Oudre, A. Vienne, P.-P. Vidal, A. Yelnik. Le rotagramme : une méthode de représentation du demi-tour basée sur des capteurs inertiels. Illustration sur une cohorte de patients post-AVC. In Neurophysiologie Clinique/Clinical Neurophysiology, 48(6):315, 2018. pdf
C. Dubost, P. Humbert, B. Bethet-Delteil, L. Oudre, N. Vayatis and P.-P. Vidal. Electroencephalogram 3 hours after general anaesthesia (ga) is still not back to normal for all the patients. In Euroanaesthesia, 2018. N/A
A. Vienne, A. Moreau, J. Mantilla, S. Edmond, M. Dandrieux, L. Oudre, S. Buffat, P.P. Vidal, D. Ricard. Gaze constraint while walking in progressive multiple sclerosis: A feasibility study. In Neurophysiologie Clinique/Clinical Neurophysiology, 47(5-6):354, 2017. pdf
C. Dubost, P. Humbert, L. Oudre, S. Buffat, M. Ould-Ahmed and P.-P. Vidal. Longitudinal individual followup of physiological variables during general anesthesia: development of a mathematical signature of general anesthesia. In Euroanaesthesia, vol 34, 2017. N/A
R. Barrois-Müller, D. Ricard, L. Oudre, L. Tlili, C. Provost, P. P. Vidal, and A. Yelnik . Observational study of 180° turn using Inertial Measurement Units in post-stroke ambulatory patients. In Annals of Physical and Rehabilitation Medicine, 59:e117, 2016. pdf
R. Barrois-Müller, D. Ricard, L. Oudre, L. Tlili, C. Provost, A. Vienne, P.-P. Vidal , S. Buffat, A. Yelnik. Étude observationnelle du demi-tour à l'aide de capteurs inertiels chez les sujets victimes d'AVC et relation avec le risque de chute. In Neurophysiologie Clinique/Clinical Neurophysiology, 46(4):244, 2016. pdf
L. Oudre, R. Barrois-Müller, T. Moreau, C. Truong, R. Dadashi, T. Grégory, D. Ricard, N. Vayatis, C. De Waele, A. Yelnik, P.-P. Vidal. Détection automatique des pas à partir de capteurs inertiels pour la quantification de la marche en consultation. In Neurophysiologie Clinique/Clinical Neurophysiology, 45(4):394, 2015. pdf
R. Barrois, D. Ricard, L. Oudre (2015). Méthode de quantification de la boîterie dans l'arthrose de genou et de hanche en consultation clinique. In Neurophysiologie Clinique/Clinical Neurophysiology, 45(4):406, 2015. pdf
J. Audiffren, R. Barrois-Müller, C. Provost, E. Chiarovano, L. Oudre, T. Moreau, C. Truong, A. Yelnik, N. Vayatis, P.-P. Vidal, C. de Waele, S. Buffat, D. Ricard. Évaluation de l'équilibre et prédiction des risques de chutes en utilisant une Wii board balance. In Neurophysiologie Clinique/Clinical Neurophysiology, 45(4):403, 2015. pdf

Thesis

L. Oudre. Contributions en traitement du signal, reconnaissance de formes et apprentissage : applications au son, à la vidéo et aux signaux physiologiques. Habilitation à Diriger des Recherches, Université Paris 13, 2019. N/A
L. Oudre. Template-based chord recognition from audio signals. PhD thesis, TELECOM ParisTech, 2010. pdf
L. Oudre. Study of two new spatial domain image fusion methods. Master's thesis, Imperial College London, 2007. pdf

Presentations/Seminars

PhD defense : L. Oudre. "Reconnaissance d'accords à partir de signaux audio par l'utilisation de gabarits théoriques / Template-based chord recognition from audio signals", TELECOM ParisTech, 2010, November 3rd. zip