Sebastian Miron

49 papers Misc 10Journal 19Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multilinear Analysis of Quaternion Arrays: Theory and Computation.
SIAM J. Matrix Anal. Appl.
Julien Flamant, Xavier Luciani, Sebastian Miron, Yassine Zniyed
2026 J jnl
Tensor block-block terms decomposition for matrix-valued imaging applications.
Signal Process.
Saulo Cardoso Barreto, Julien Flamant, Sebastian Miron, David Brie
2024 — conf
A Tensor Regularized Approach to Spatio-Temporal Pollutant Cartography Applied to Working Environments.
ICFSP
Narech Houessou, Sebastian Miron, Karine Gerardin, Bruno Galland, Philippe Duquenne
2024 J jnl
Multilinear analysis of quaternion arrays: theory and computation.
CoRR
Julien Flamant, Xavier Luciani, Sebastian Miron, Yassine Zniyed
2024 Misc conf
Physically-Constrained Block-Term Tensor Decomposition for Polarimetric Image Recovery.
ICASSP
Saulo Cardoso Barreto, Julien Flamant, Sebastian Miron, David Brie
2023 J jnl
A generalized approach for Boolean matrix factorization.
Signal Process.
Rodrigo Cabral Farias, Sebastian Miron
2023 Misc conf
Low-Rank Tensor Decompositions for Quaternion Multiway Arrays.
ICASSP
Osimone Imhogiemhe, Julien Flamant, Xavier Luciani, Yassine Zniyed, Sebastian Miron
2023 Misc conf
Projected Hierarchical ALS for Generalized Boolean Matrix Factorization.
ICASSP
Rodrigo Cabral Farias, Sebastian Miron
2023 J jnl
Quaternions in Signal and Image Processing: A comprehensive and objective overview.
IEEE Signal Process. Mag.
Sebastian Miron, Julien Flamant, Nicolas Le Bihan, Pierre Chainais, David Brie
2022 J jnl
A General Framework for Constrained Convex Quaternion Optimization.
IEEE Trans. Signal Process.
Julien Flamant, Sebastian Miron, David Brie
2022 — book
Factorisations des tableaux multidimensionnels de données sous contraintes : unicité et applications.
Sebastian Miron
2021 — conf
A tensor-based approach for training flexible neural networks.
ACSCC
Yassine Zniyed, Konstantin Usevich, Sebastian Miron, David Brie
2021 J jnl
Boolean decomposition of binary matrices using a post-nonlinear mixture approach.
Signal Process.
Sebastian Miron, Mamadou Diop, Anthony Larue, Eddy Robin, David Brie
2021 J jnl
Tensor-based framework for training flexible neural networks.
CoRR
Yassine Zniyed, Konstantin Usevich, Sebastian Miron, David Brie
2020 Misc conf
A Semi-Supervised Rank Tracking Algorithm For On-Line Unmixing Of Hyperspectral Images.
ICASSP
Ludivine Nus, Sebastian Miron, Benoît Jaillais, Saïd Moussaoui, David Brie
2020 J jnl
Quaternion Non-Negative Matrix Factorization: Definition, Uniqueness, and Algorithm.
IEEE Trans. Signal Process.
Julien Flamant, Sebastian Miron, David Brie
2020 J jnl
Tensor methods for multisensor signal processing.
IET Signal Process.
Sebastian Miron, Yassine Zniyed, Rémy Boyer, André Lima Férrer de Almeida, Gérard Favier, David Brie, Pierre Comon
2019 — conf
Analysis of Hyperspectral Images Using Supervised Learning Techniques.
ICSTCC
Laura-Bianca Bilius, Stefan Gheorghe Pentiuc, David Brie, Sebastian Miron
2019 Misc conf
Boolean CP Decomposition of Binary Tensors: Uniqueness and Algorithm.
ICASSP
Mamadou Diop, Sebastian Miron, Antoine Souloumiac, David Brie
2019 — conf
Quaternion Non-negative Matrix Factorization: a new tool for spectropolarimetric imaging.
CAMSAP
Julien Flamant, Sebastian Miron, David Brie
2019 — conf
Uniqueness of Tensor Train Decomposition with Linear Dependencies.
CAMSAP
Yassine Zniyed, Sebastian Miron, Rémy Boyer, David Brie
2018 — conf
Estimation of the Regularization Parameter of an On-Line NMF with Minimum Volume Constraint.
SAM
Ludivine Nus, Sebastian Miron, David Brie
2018 — conf
On-Line Blind Unmixing For Hyperspectral Pushbroom Imaging Systems.
SSP
Ludivine Nus, Sebastian Miron, David Brie
2017 — conf
A post-nonlinear mixture model approach to binary matrix factorization.
EUSIPCO
Mamadou Diop, Anthony Larue, Sebastian Miron, David Brie
2016 — conf
A sparse approach for DOA estimation with a multiple spatial invariance sensor array.
SSP
M.-A. Bisch, Sebastian Miron, David Brie, D. Lejeune
2015 J jnl
Multilinear direction finding for sensor-array with multiple scales of invariance.
IEEE Trans. Aerosp. Electron. Syst.
Sebastian Miron, Yang Song, David Brie, Kainam Thomas Wong
2015 — conf
Some Rank Conditions for the Identifiability of the Sparse Paralind Model.
LVA/ICA
Sebastian Miron, David Brie
2014 — conf
A non-negative multilinear block tensor decomposition approach to flow cytometry data analysis.
MLSP
David Brie, Sebastian Miron, Philippe Becuwe, Stephanie Grandemange
2013 Misc conf
A generalized acquisition scheme for vector cross-product direction findingwith spatially spread vector-sensor components.
ICASSP
Yazid Merah, Sebastian Miron, David Brie
2013 — conf
CANDECOMP/PARAFAC (CP) direction finding with multi-scale array.
CAMSAP
Sebastian Miron, Yang Song, David Brie, Kainam Thomas Wong
2013 Misc conf
Joint data and connection topology recovery in collaborative wireless sensor networks.
ICASSP
André L. F. de Almeida, Alain Y. Kibangou, Sebastian Miron, Daniel C. Araujo
2013 — conf
Numerical performance of a tensor MUSIC algorithm based on HOSVD for a mixture of polarized sources.
EUSIPCO
Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal, Sebastian Miron, Philippe Forster
2012 — conf
A blind sparse approach for estimating constraint matrices in Paralind data models.
EUSIPCO
Fabrice Caland, Sebastian Miron, David Brie, Christian Mustin
2012 J jnl
Polarization in Wireless Communications.
Phys. Commun.
Khoa Le, Sebastian Miron, Kainam Thomas Wong
2012 J jnl
Study of the asymptotic Cramér-Rao Bound for the COLD uniform linear array.
Phys. Commun.
Rémy Boyer, Sebastian Miron
2012 J jnl
The effect of polarization separation on the performance of Candecomp/Parafac-based vector sensor array processing.
Phys. Commun.
Xijing Guo, Sebastian Miron, David Brie
2012 J jnl
Uni-mode and Partial Uniqueness Conditions for CANDECOMP/PARAFAC of Three-Way Arrays with Linearly Dependent Loadings.
SIAM J. Matrix Anal. Appl.
Xijing Guo, Sebastian Miron, David Brie, Alwin Stegeman
2011 J jnl
A CANDECOMP/PARAFAC Perspective on Uniqueness of DOA Estimation Using a Vector Sensor Array.
IEEE Trans. Signal Process.
Xijing Guo, Sebastian Miron, David Brie, Shihua Zhu, Xuewen Liao
2011 Misc conf
An uniqueness condition for the 4-way CANDECOMP/PARAFAC model with collinear loadings in three modes.
ICASSP
David Brie, Sebastian Miron, Fabrice Caland, Christian Mustin
2010 Misc conf
Approximate joint diagonalization by nonorthogonal nonparametric Jacobi transformations.
ICASSP
Xijing Guo, Shihua Zhu, Sebastian Miron, David Brie
2009 — conf
Complexity reduction by convex cone detection for unmixing hyperspectral images of bacterial biosensors.
EUSIPCO
Charles Soussen, Sebastian Miron, Fabrice Caland, David Brie, Patrick Billard, Christian Mustin
2009 — conf
On the modeling and processing of polarization in Raman spectroscopy.
WHISPERS
Sebastian Miron, David Brie, Manuel Dossot, Bernard Humbert
2008 — conf
DOA estimation for polarized sources on a vector-sensor array by PARAFAC decomposition of the fourth-order covariance tensor.
EUSIPCO
Sebastian Miron, Xijing Guo, David Brie
2008 Misc conf
Identifiability of the parafac model for polarized source mixture on a vector sensor array.
ICASSP
Xijing Guo, Sebastian Miron, David Brie
2007 J jnl
MUSIC Algorithm for Vector-Sensors Array Using Biquaternions.
IEEE Trans. Signal Process.
Nicolas Le Bihan, Sebastian Miron, Jérôme I. Mars
2006 — conf
High Resolution Vector-Sensor Array Processing Based on Biquaternions.
ICASSP (4)
Sebastian Miron, Nicolas Le Bihan, Jérôme I. Mars
2006 J jnl
Quaternion-MUSIC for vector-sensor array processing.
IEEE Trans. Signal Process.
Sebastian Miron, Nicolas Le Bihan, Jérôme I. Mars
2005 J jnl
Vector-Sensor MUSIC for Polarized Seismic Sources Localization.
EURASIP J. Adv. Signal Process.
Sebastian Miron, Nicolas Le Bihan, Jérôme I. Mars
2004 — conf
Polarized source characterization using vector-music.
EUSIPCO
Sebastian Miron, Nicolas Le Bihan, Jérôme I. Mars