Jérôme I. Mars

Publication Activity (10 Years)

Years Active: 1992-2021
Publications (10 Years): 12

Top Topics

Machine Learning

Sparse Representation

Acoustic Signals

Top Venues

Traitement du Signal

Publications

Antonio Augusto Teixeira Peixoto, Carlos Alexandre Rolim Fernandes, Pablo Eduardo Espinoza Lara, L. Adolfo Inza, Jérôme I. Mars, Jean-Philippe Metaxian, Mauro Dalla Mura, Marielle Malfante
Tensor-Based Learning Framework for Automatic Multichannel Volcano-Seismic Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
David Orive-Miguel, Laura Di Sieno, Anurag Behera, Edoardo Ferocino, Davide Contini, Laurent Condat, Lionel Hervé, Jérôme I. Mars, Alessandro Torricelli, Antonio Pifferi, Alberto Dalla Mora
Real-Time Dual-Wavelength Time-Resolved Diffuse Optical Tomography System for Functional Brain Imaging Based on Probe-Hosted Silicon Photomultipliers. Sensors 20 (10) (2020)
Pablo Eduardo Espinoza Lara, Carlos Alexandre Rolim Fernandes, L. Adolfo Inza, Jérôme I. Mars, Jean-Philippe Metaxian, Mauro Dalla Mura, Marielle Malfante
Automatic Multichannel Volcano-Seismic Classification Using Machine Learning and EMD. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Marielle Malfante, Mauro Dalla Mura, Jean-Philippe Metaxian, Jérôme I. Mars, Orlando Macedo, L. Adolfo Inza
Machine Learning for Volcano-Seismic Signals: Challenges and Perspectives. IEEE Signal Process. Mag. 35 (2) (2018)
Angela Digulescu, Costin Vasile, Cornel Ioana, Alexandru Serbanescu, Gabriel Vasile, Jérôme I. Mars
Instantaneous frequency law tracking using signal's representation in phase diagram domain. DSP (2017)
Mai Quyen Pham, Benoit Oudompheng, Jérôme I. Mars, Barbara Nicolas
Regularization for Sparse Moving-Source Mapping. Signal Process. 135 (2017)
Marielle Malfante, Mauro Dalla Mura, Jérôme I. Mars, Jean-Philippe Metaxian
Machine learning for automatic classification of volcano-seismic signatures. EUSIPCO (2017)
Julien Bonnel, Jérôme I. Mars, Barbara Nicolas
Introduction. Traitement du Signal 33 (1) (2016)
Mai Quyen Pham, Benoit Oudompheng, Barbara Nicolas, Jérôme I. Mars
Sparse deconvolution for moving-source localization. ICASSP (2016)
Mai Quyen Pham, Benoit Oudompheng, Jérôme I. Mars, Barbara Nicolas
A Noise-Robust Method with Smoothed \ell_1/\ell_2 Regularization for Sparse Moving-Source Mapping. CoRR (2016)
Amélie Barazzutti, Cédric Gervaise, Jérôme I. Mars
Utilisation de warping temporel pour étendre le domaine de fonctionnement d'un procédé d'inversion géoacoustique passive. Traitement du Signal 33 (1) (2016)
Edouard Buchoud, Valeriu Vrabie, Jérôme I. Mars, Guy D'Urso, Alexandre Girard, Sylvain Blairon, Jean-Marie Henault
Quantification of Submillimeter Displacements by Distributed Optical Fiber Sensors. IEEE Trans. Instrum. Meas. 65 (2) (2016)
Quentin Barthelemy, Anthony Larue, Jérôme I. Mars
Color Sparse Representations for Image Processing: Review, Models, and Prospects. IEEE Trans. Image Process. 24 (11) (2015)
Olivier Le Bot, Jérôme I. Mars, Cédric Gervaise, Yvan Simard
Cross recurrence plot analysis based method for TDOA estimation of underwater acoustic signals. CAMSAP (2015)
Wendyam Serge Boris Ouedraogo, Barbara Nicolas, Benoit Oudompheng, Jérôme I. Mars, Christian Jutten
A frequency method for blind separation of an anechoic mixture. EUSIPCO (2014)
Quentin Barthelemy, Anthony Larue, Jérôme I. Mars
Decomposition and dictionary learning for 3D trajectories. Signal Process. 98 (2014)
Quentin Barthelemy, Anthony Larue, Jérôme I. Mars
About QLMS Derivations. IEEE Signal Process. Lett. 21 (2) (2014)
Fanny Marticke, Caroline Paulus, Guillaume Montémont, Olivier Michel, Jérôme I. Mars, Loick Verger
Multi-angle reconstruction of energy dispersive X-ray diffraction spectra. WHISPERS (2014)
Olivier Le Bot, Cédric Gervaise, Julien Bonnel, Jérôme I. Mars
Désentrelacement de clics par analyse du rythme. Traitement du Signal 30 (3-5) (2013)
Cédric Gervaise, Jérôme I. Mars
Introduction. Traitement du Signal 30 (3-5) (2013)
Quentin Barthelemy, Cédric Gouy-Pailler, Yoann Isaac, Antoine Souloumiac, Anthony Larue, Jérôme I. Mars
Multivariate Temporal Dictionary Learning for EEG CoRR (2013)
Edouard Buchoud, Valeriu Vrabie, Jérôme I. Mars, Alexandre Girard, Guy D'Urso, Sylvain Blairon, Jean-Marie Henault
Nonnegative unmixing methodology applied on Brillouin Optical Fiber Sensor. EUSIPCO (2013)
Costin Vasile, Teodor-Ion Petrut, Cornel Ioana, Valentin Sgarciu, Jérôme I. Mars, Ion Candel
Ultrasound testing of metallic structures using a dual symmetric path inspection and a matched filter-based method. CAMSAP (2013)
Jérôme I. Mars, Edouard Buchoud, Valeriu D. Vrabie, Amir Ali Khan, Sylvain Blairon, Guy D'Urso
Source separation and distributed sensing: The key for an efficient monitoring. CAMSAP (2013)
Julien Bonnel, Grégoire Le Touzé, Barbara Nicolas, Jérôme I. Mars
Physics-Based Time-Frequency Representations for Underwater Acoustics: Power Class Utilization with Waveguide-Invariant Approximation. IEEE Signal Process. Mag. 30 (6) (2013)
Edouard Buchoud, Valeriu D. Vrabie, Jérôme I. Mars, Guy D'Urso, Alexandre Girard, Sylvain Blairon, Jean-Marie Henault
Enhancement of an Optical Fiber Sensor: Source Separation Based on Brillouin Spectrum. IEEE Access 1 (2013)
Quentin Barthelemy, Anthony Larue, Jérôme I. Mars
3D Rotation Invariant Decomposition of Motion Signals. ECCV Workshops (3) (2012)
Quentin Barthelemy, Anthony Larue, Aurélien Mayoue, David Mercier, Jérôme I. Mars
Shift & 2D Rotation Invariant Sparse Coding for Multivariate Signals. IEEE Trans. Signal Process. 60 (4) (2012)
Grégoire Le Touzé, Barbara Nicolas, Jérôme I. Mars, Philippe Roux, Benoit Oudompheng
Double-Capon and double-MUSICAL for arrival separation and observable estimation in an acoustic waveguide. EURASIP J. Adv. Signal Process. 2012 (2012)
Anne-Sophie Montcuquet, Lionel Hervé, Fabrice Navarro, Jean-Marc Dinten, Jérôme I. Mars
In Vivo Fluorescence Spectra Unmixing and Autofluorescence Removal by Sparse Nonnegative Matrix Factorization. IEEE Trans. Biomed. Eng. 58 (9) (2011)
L. Adolfo Inza, Jérôme I. Mars, Jean-Philippe Metaxian, Gareth S. O'Brien, Orlando Macedo
Localization with multicomponent seismic array. CAMSAP (2011)
Maciej Lopatka, Grégoire Le Touzé, Barbara Nicolas, Xavier Cristol, Jérôme I. Mars, Dominique Fattaccioli
Underwater Broadband Source Localization Based on Modal Filtering and Features Extraction. EURASIP J. Adv. Signal Process. 2010 (2010)
Cornel Ioana, Jérôme I. Mars, Alexandru Serbanescu, Srdjan Stankovic
Time-frequency-phase tracking approach : Application to underwater signals in a passive context. ICASSP (2010)
Caroline Paulus, Jérôme I. Mars
Vector-Sensor Array Processing for Polarization Parameters and DOA Estimation. EURASIP J. Adv. Signal Process. 2010 (2010)
Amir Ali Khan, Valeriu Vrabie, Jérôme I. Mars, Alexandre Girard, Guy D'Urso
Automatic Monitoring System for Singularity Detection in Dikes By DTS Data Measurement. IEEE Trans. Instrum. Meas. 59 (8) (2010)
Anne-Sophie Montcuquet, Lionel Hervé, Fabrice Navarro, Jean-Marc Dinten, Jérôme I. Mars
Non-negative Matrix Factorization under sparsity constraints to unmix in vivo spectrally resolved acquisitions. WHISPERS (2010)
Lionel Bombrun, Michel Gay, Emmanuel Trouvé, Gabriel Vasile, Jérôme I. Mars
DEM Error Retrieval by Analyzing Time Series of Differential Interferograms. IEEE Geosci. Remote. Sens. Lett. 6 (4) (2009)
Nicolas F. Josso, Cornel Ioana, Cédric Gervaise, Yann Stéphan, Jérôme I. Mars
Motion effect modeling in multipath configuration using warping based lag-Doppler filtering. ICASSP (2009)
Anne-Sophie Montcuquet, Lionel Hervé, Laurent Guyon, Jean-Marc Dinten, Jérôme I. Mars
Non-negative Matrix Factorization: A blind sources separation method to unmix fluorescence spectra. WHISPERS (2009)
Grégoire Le Touzé, Barbara Nicolas, Jérôme I. Mars, Jean-Louis Lacoume
Matched representations and filters for guided waves. IEEE Trans. Signal Process. 57 (5) (2009)
Barbara Nicolas, Grégoire Le Touzé, Jérôme I. Mars
Mode sign estimation to improve source depth estimation. ICASSP (2008)
Vincent Grulier, Sébastien Debert, Jérôme I. Mars, Marc Pachebat
Acoustic and turbulent wavenumbers separation in wall pressure array signals using EMD in spatial domain. ICASSP (2008)
Amir Ali Khan, Valeriu Vrabie, Jérôme I. Mars, Alexandre Girard
A least square approach for bidimensional source separation using higher order statistics criteria. EUSIPCO (2008)
Nicolas Le Bihan, Sebastian Miron, Jérôme I. Mars
MUSIC Algorithm for Vector-Sensors Array Using Biquaternions. IEEE Trans. Signal Process. 55 (9) (2007)
Anthony Larue, Jérôme I. Mars, Christian Jutten
Frequency-domain blind deconvolution based on mutual information rate. IEEE Trans. Signal Process. 54 (5) (2006)
Grégoire Le Touzé, Barbara Nicolas, Jérôme I. Mars, Jean-Louis Lacoume
Time-Frequency Representations Matched To Guided Waves. ICASSP (3) (2006)
Caroline Paulus, Jérôme I. Mars
New multicomponent filters for geophysical data processing. IEEE Trans. Geosci. Remote. Sens. 44 (8) (2006)
Sebastian Miron, Nicolas Le Bihan, Jérôme I. Mars
High Resolution Vector-Sensor Array Processing Based on Biquaternions. ICASSP (4) (2006)
Grégoire Le Touzé, Jérôme I. Mars, Jean-Louis Lacoume
Matched time-frequency representations and warping operator for modal filtering. EUSIPCO (2006)
Cyril Kotenkoff, Jean-Louis Lacoume, Jérôme I. Mars
Undersea buried object detection using Stoneley-Scholtewaves: Application in coherent noise. EUSIPCO (2006)
Antoine Roueff, Jocelyn Chanussot, Jérôme I. Mars
Estimation of polarization parameters using time-frequency representations and its application to waves separation. Signal Process. 86 (12) (2006)
Sebastian Miron, Nicolas Le Bihan, Jérôme I. Mars
Quaternion-MUSIC for vector-sensor array processing. IEEE Trans. Signal Process. 54 (4) (2006)
Barbara Nicolas, Jérôme I. Mars, Jean-Louis Lacoume
Source Depth Estimation Using a Horizontal Array by Matched-Mode Processing in the Frequency-Wavenumber Domain. EURASIP J. Adv. Signal Process. 2006 (2006)
Caroline Paulus, Jérôme I. Mars, Patrick Gounon
Wideband spectral matrix filtering for multicomponent sensors array. Signal Process. 85 (9) (2005)
Sebastian Miron, Nicolas Le Bihan, Jérôme I. Mars
Vector-Sensor MUSIC for Polarized Seismic Sources Localization. EURASIP J. Adv. Signal Process. 2005 (1) (2005)
Antoine Roueff, Jérôme I. Mars, Jocelyn Chanussot, H. Pedersen
Dispersion estimation from linear array data in the time-frequency plane. IEEE Trans. Signal Process. 53 (10) (2005)
Sebastian Miron, Nicolas Le Bihan, Jérôme I. Mars
Polarized source characterization using vector-music. EUSIPCO (2004)
Nicolas Le Bihan, Jérôme I. Mars
Singular value decomposition of quaternion matrices: a new tool for vector-sensor signal processing. Signal Process. 84 (7) (2004)
Barbara Nicolas, Jérôme I. Mars, Jean-Louis Lacoume
Source depth estimation using modal decomposition and frequency-wavenumber transform. EUSIPCO (2004)
Valeriu D. Vrabie, Jérôme I. Mars, Jean-Louis Lacoume
Modified singular value decomposition by means of independent component analysis. Signal Process. 84 (3) (2004)
Antoine Roueff, Jérôme I. Mars, Jocelyn Chanussot, Helle Pederson
Simultaneous group and phase correction for the estimation of dispersive propagating waves in the time-frequency plane. ICASSP (3) (2003)
Nicolas Le Bihan, Jérôme I. Mars
Quaternion subspace method for vector-sensor wave separation. EUSIPCO (2002)
Valeriu D. Vrabie, Jérôme I. Mars
SVD-ICA: A new tool to enhance the separation between signal and noise subspaces. EUSIPCO (2002)
Nicolas Le Bihan, Jérôme I. Mars
Blind wave separation using vector-sensors. ICASSP (2000)
Jean-Louis Lacoume, F. Glangeaud, Jérôme I. Mars
Blind separation of polarised waves. EUSIPCO (1998)
Nadège Thirion, Jérôme I. Mars, Jean-Louis Lacoume
Analytical links between steering vectors and eigenvectors. EUSIPCO (1996)
Nadège Thirion, Jérôme I. Mars, Jean-Louis Lacoume
Analytical links between steering vectors and eigenvectors. EUSIPCO (1996)
Nadine Martin, Jérôme I. Mars, Jacques Martin, Cecile Chorier
A Capon's time-octave representation application in room acoustics. IEEE Trans. Signal Process. 43 (8) (1995)
Jérôme I. Mars, Nadine Martin, Jean-Louis Lacoume, M. Dubesset
Analysis of signals over short time-windows. Signal Process. 26 (2) (1992)