Laurent Oudre

Marguerite Dejean de La Bâtie

IEEE Trans. Knowl. Data Eng., November, 2024

The Analytical Validity of Stride Detection and Gait Parameters Reconstruction Using the Ankle-Mounted Inertial Measurement Unit Syde®.

[BibT_eX]

[DOI]

Mona Michaud

Alexandre Guérin

Léopold Bancel

Alexis Tricot

Sensors, April, 2024

Learning Network Granger causality using Graph Prior Knowledge.

[BibT_eX]

[DOI]

Lucas Zoroddu

Marie-Martine Lefèvre-Colau

Trans. Mach. Learn. Res., 2024

Arm-CODA: A Data Set of Upper-limb Human Movement During Routine Examination.

[BibT_eX]

[DOI]

Image Process. Line, 2024

Persistence-based clustering with outlier-removing filtration.

[BibT_eX]

[DOI]

Alexandre Bois

Brian Tervil

Frontiers Appl. Math. Stat., 2024

Interactive Motif Discovery in Time Series with Persistent Homology.

[BibT_eX]

[DOI]

Thibaut Germain

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

Linear-trend normalization for multivariate subsequence similarity search.

[BibT_eX]

[DOI]

Thibaut Germain

Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

dsymb Playground: An Interactive Tool to Explore Large Multivariate Time Series Datasets.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Graph Local-Smooth Dictionary Learning.

[BibT_eX]

[DOI]

Quentin Laborde

Proceedings of the IEEE International Conference on Acoustics, 2024

Using Graph Prior to Learn Network Granger Causality.

[BibT_eX]

[DOI]

Lucas Zoroddu

Proceedings of the 32nd European Signal Processing Conference, 2024

Symbolic Representation for Time Series.

[BibT_eX]

[DOI]

Sylvain W. Combettes

Proceedings of the 32nd European Signal Processing Conference, 2024

Topological Data Analysis for Unsupervised Anomaly Detection in Time Series.

[BibT_eX]

[DOI]

Alexandre Bois

Brian Tervil

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

A Machine Learning Pipeline for Gait Analysis in a Semi Free-Living Environment.

[BibT_eX]

[DOI]

Sylvain Jung

Nicolas de l'Escalopier

Sensors, 2023

A Reference Data Set for the Study of Healthy Subject Gait with Inertial Measurements Units.

[BibT_eX]

[DOI]

Cyril Voisard

Nicolas de l'Escalopier

Albane Moreau

Damien Ricard

Image Process. Line, 2023

ASTRIDE: Adaptive Symbolization for Time Series Databases.

[BibT_eX]

[DOI]

Sylvain W. Combettes

CoRR, 2023

An Interpretable Distance Measure for Multivariate Non-Stationary Physiological Signals.

[BibT_eX]

[DOI]

Sylvain W. Combettes

Proceedings of the IEEE International Conference on Data Mining, 2023

Unsupervised Action Segmentation of Untrimmed Egocentric Videos.

[BibT_eX]

[DOI]

Sam Perochon

Proceedings of the IEEE International Conference on Acoustics, 2023

Supervised Change-Point Detection with Dimension Reduction.

[BibT_eX]

[DOI]

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Tensor Convolutional Dictionary Learning With CP Low-Rank Activations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

An Uncertainty Principle for Lowband Graph Signals.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2022

Non-smooth interpolation of graph signals.

[BibT_eX]

[DOI]

Signal Process., 2022

Network reconstruction problem for an epidemic reaction-diffusion system.

[BibT_eX]

[DOI]

Louis-Brahim Beaufort

Pierre-Yves Massé

Antonin Reboulet

J. Complex Networks, 2022

Unsupervised study of plethysmography signals through DTW clustering.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Video stabilization: Overview, challenges and perspectives.

[BibT_eX]

[DOI]

Wilko Guilluy

Azeddine Beghdadi

Signal Process. Image Commun., 2021

Learning Laplacian Matrix from Graph Signals with Sparse Spectral Representation.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2021

Adaptive Subsampling of Multidomain Signals with Product Graphs.

[BibT_eX]

[DOI]

Théo Gnassounou

Proceedings of the IEEE International Conference on Acoustics, 2021

Bayesian Feature Discovery for Predictive Maintenance.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

Adaptive Change-Point Detection for Studying Human Locomotion.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Learning spatial filters from EEG signals with Graph Signal Processing methods.

[BibT_eX]

[DOI]

Clément Dubost

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Apprenticeship Learning for a Predictive State Representation of Anesthesia.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2020

Selective review of offline change point detection methods.

[BibT_eX]

[DOI]

Signal Process., 2020

The Use of Inertial Measurement Units for the Study of Free Living Environment Activity Assessment: A Literature Review.

[BibT_eX]

[DOI]

Sensors, 2020

Non-Linear Template-Based Approach for the Study of Locomotion.

[BibT_eX]

[DOI]

Tristan Dot

Flavien Quijoux

Albane Moreau

Pierre-Paul Vidal

Damien Ricard

Sensors, 2020

Meta-analysis parameters computation: a Python approach to facilitate the crossing of experimental conditions.

[BibT_eX]

[DOI]

Flavien Quijoux

François Bertin-Hugault

CoRR, 2020

Tensor Convolutional Sparse Coding with Low-Rank activations, an application to EEG analysis.

[BibT_eX]

[DOI]

CoRR, 2020

Low Rank Activations for Tensor-Based Convolutional Sparse Coding.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Localized Interpolation for Graph Signals.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

Extraction of Nystagmus Patterns from Eye-Tracker Data with Convolutional Sparse Coding.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Greedy Kernel Change-Point Detection.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Comparing Gait Trials with Greedy Template Matching.

[BibT_eX]

[DOI]

Sensors, 2019

A Data Set for the Study of Human Locomotion with Inertial Measurements Units.

[BibT_eX]

[DOI]

Image Process. Line, 2019

Multivariate Convolutional Sparse Coding with Low Rank Tensor.

[BibT_eX]

[DOI]

CoRR, 2019

Supervised Kernel Change Point Detection with Partial Annotations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Learning Laplacian Matrix from Bandlimited Graph Signals.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Subsampling of Multivariate Time-Vertex Graph Signals.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Template-Based Step Detection with Inertial Measurement Units.

[BibT_eX]

[DOI]

Damien Ricard

Pierre-Paul Vidal

Sensors, 2018

Interpolation of Missing Samples in Sound Signals Based on Autoregressive Modeling.

[BibT_eX]

[DOI]

Image Process. Line, 2018

ruptures: change point detection in Python.

[BibT_eX]

[DOI]

CoRR, 2018

A review of change point detection methods.

[BibT_eX]

[DOI]

CoRR, 2018

DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding.

[BibT_eX]

[DOI]

Thomas Moreau

Proceedings of the 35th International Conference on Machine Learning, 2018

A performance evaluation framework for video stabilization methods.

[BibT_eX]

[DOI]

Wilko Guilluy

Azeddine Beghdadi

Proceedings of the 7th European Workshop on Visual Information Processing, 2018

Feature Trajectories Selection for Video Stabilization.

[BibT_eX]

[DOI]

Wilko Guilluy

Azeddine Beghdadi

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Distributed Convolutional Sparse Coding.

[BibT_eX]

[DOI]

Thomas Moreau

CoRR, 2017

Penalty learning for changepoint detection.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Template-DTW based on inertial signals: Preliminary results for step characterization.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2015

Automatic Detection and Removal of Impulsive Noise in Audio Signals.

[BibT_eX]

[DOI]

Image Process. Line, 2015

2014

Optimization of the Cost Function in the Monge-Kantorovich Problem (MKP) under the Monge condition.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2014

2012

Classification of Periodic Activities Using the Wasserstein Distance.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2012

IPOL: Reviewed publication and public testing of research software.

[BibT_eX]

[DOI]

Nicolas Limare

Pascal Getreuer

Proceedings of the 8th IEEE International Conference on E-Science, 2012

2011

Chord Recognition by Fitting Rescaled Chroma Vectors to Chord Templates.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2011

Probabilistic Template-Based Chord Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2011

Segmentation of accelerometer signals recorded during continuous treadmill walking.

[BibT_eX]

[DOI]

Alexandre Lung-Yut-Fong

Pascal Bianchi

Proceedings of the 19th European Signal Processing Conference, 2011

2010

Reconnaissance d'accords à partir de signaux audio par l'utilisation de gabarits théoriques. (Template-based chord recognition from audio signals).

[BibT_eX]

[DOI]

PhD thesis, 2010

Probabilistic framework for template-based chord recognition.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

Concurrent Estimation of Chords and Keys from Audio.

[BibT_eX]

[DOI]

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

2009

Chord recognition using measures of fit, chord templates and filtering methods.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

Template-based Chord Recognition : Influence of the Chord Types.

[BibT_eX]

[DOI]