Sebastian Miron

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 22

Top Topics

Negative Matrix Factorization

Matrix Factorization

Top Venues

Signal Process.

Publications

Saulo Cardoso Barreto, Julien Flamant, Sebastian Miron, David Brie
Physically-Constrained Block-Term Tensor Decomposition for Polarimetric Image Recovery. ICASSP (2024)
Rodrigo Cabral Farias, Sebastian Miron
Projected Hierarchical ALS for Generalized Boolean Matrix Factorization. ICASSP (2023)
Sebastian Miron, Julien Flamant, Nicolas Le Bihan, Pierre Chainais, David Brie
Quaternions in Signal and Image Processing: A comprehensive and objective overview. IEEE Signal Process. Mag. 40 (6) (2023)
Rodrigo Cabral Farias, Sebastian Miron
A generalized approach for Boolean matrix factorization. Signal Process. 206 (2023)
Osimone Imhogiemhe, Julien Flamant, Xavier Luciani, Yassine Zniyed, Sebastian Miron
Low-Rank Tensor Decompositions for Quaternion Multiway Arrays. ICASSP (2023)
Julien Flamant, Sebastian Miron, David Brie
A General Framework for Constrained Convex Quaternion Optimization. IEEE Trans. Signal Process. 70 (2022)
Yassine Zniyed, Konstantin Usevich, Sebastian Miron, David Brie
Tensor-based framework for training flexible neural networks. CoRR (2021)
Sebastian Miron, Mamadou Diop, Anthony Larue, Eddy Robin, David Brie
Boolean decomposition of binary matrices using a post-nonlinear mixture approach. Signal Process. 178 (2021)
Yassine Zniyed, Konstantin Usevich, Sebastian Miron, David Brie
A tensor-based approach for training flexible neural networks. ACSCC (2021)
Ludivine Nus, Sebastian Miron, Benoît Jaillais, Saïd Moussaoui, David Brie
A Semi-Supervised Rank Tracking Algorithm For On-Line Unmixing Of Hyperspectral Images. ICASSP (2020)
Julien Flamant, Sebastian Miron, David Brie
Quaternion Non-Negative Matrix Factorization: Definition, Uniqueness, and Algorithm. IEEE Trans. Signal Process. 68 (2020)
Sebastian Miron, Yassine Zniyed, Rémy Boyer, André Lima Férrer de Almeida, Gérard Favier, David Brie, Pierre Comon
Tensor methods for multisensor signal processing. IET Signal Process. 14 (10) (2020)
Laura-Bianca Bilius, Stefan Gheorghe Pentiuc, David Brie, Sebastian Miron
Analysis of Hyperspectral Images Using Supervised Learning Techniques. ICSTCC (2019)
Julien Flamant, Sebastian Miron, David Brie
Quaternion Non-negative Matrix Factorization: a new tool for spectropolarimetric imaging. CAMSAP (2019)
Mamadou Diop, Sebastian Miron, Antoine Souloumiac, David Brie
Boolean CP Decomposition of Binary Tensors: Uniqueness and Algorithm. ICASSP (2019)
Yassine Zniyed, Sebastian Miron, Rémy Boyer, David Brie
Uniqueness of Tensor Train Decomposition with Linear Dependencies. CAMSAP (2019)
Ludivine Nus, Sebastian Miron, David Brie
On-Line Blind Unmixing For Hyperspectral Pushbroom Imaging Systems. SSP (2018)
Ludivine Nus, Sebastian Miron, David Brie
Estimation of the Regularization Parameter of an On-Line NMF with Minimum Volume Constraint. SAM (2018)
Mamadou Diop, Anthony Larue, Sebastian Miron, David Brie
A post-nonlinear mixture model approach to binary matrix factorization. EUSIPCO (2017)
M.-A. Bisch, Sebastian Miron, David Brie, D. Lejeune
A sparse approach for DOA estimation with a multiple spatial invariance sensor array. SSP (2016)
Sebastian Miron, David Brie
Some Rank Conditions for the Identifiability of the Sparse Paralind Model. LVA/ICA (2015)
Sebastian Miron, Yang Song, David Brie, Kainam Thomas Wong
Multilinear direction finding for sensor-array with multiple scales of invariance. IEEE Trans. Aerosp. Electron. Syst. 51 (3) (2015)
David Brie, Sebastian Miron, Philippe Becuwe, Stephanie Grandemange
A non-negative multilinear block tensor decomposition approach to flow cytometry data analysis. MLSP (2014)
Maxime Boizard, Guillaume Ginolhac, Frédéric Pascal, Sebastian Miron, Philippe Forster
Numerical performance of a tensor MUSIC algorithm based on HOSVD for a mixture of polarized sources. EUSIPCO (2013)
André L. F. de Almeida, Alain Y. Kibangou, Sebastian Miron, Daniel C. Araujo
Joint data and connection topology recovery in collaborative wireless sensor networks. ICASSP (2013)
Yazid Merah, Sebastian Miron, David Brie
A generalized acquisition scheme for vector cross-product direction findingwith spatially spread vector-sensor components. ICASSP (2013)
Sebastian Miron, Yang Song, David Brie, Kainam Thomas Wong
CANDECOMP/PARAFAC (CP) direction finding with multi-scale array. CAMSAP (2013)
Xijing Guo, Sebastian Miron, David Brie
The effect of polarization separation on the performance of Candecomp/Parafac-based vector sensor array processing. Phys. Commun. 5 (4) (2012)
Khoa Le, Sebastian Miron, Kainam Thomas Wong
Polarization in Wireless Communications. Phys. Commun. 5 (4) (2012)
Fabrice Caland, Sebastian Miron, David Brie, Christian Mustin
A blind sparse approach for estimating constraint matrices in Paralind data models. EUSIPCO (2012)
Rémy Boyer, Sebastian Miron
Study of the asymptotic Cramér-Rao Bound for the COLD uniform linear array. Phys. Commun. 5 (4) (2012)
Xijing Guo, Sebastian Miron, David Brie, Alwin Stegeman
Uni-mode and Partial Uniqueness Conditions for CANDECOMP/PARAFAC of Three-Way Arrays with Linearly Dependent Loadings. SIAM J. Matrix Anal. Appl. 33 (1) (2012)
David Brie, Sebastian Miron, Fabrice Caland, Christian Mustin
An uniqueness condition for the 4-way CANDECOMP/PARAFAC model with collinear loadings in three modes. ICASSP (2011)
Xijing Guo, Sebastian Miron, David Brie, Shihua Zhu, Xuewen Liao
A CANDECOMP/PARAFAC Perspective on Uniqueness of DOA Estimation Using a Vector Sensor Array. IEEE Trans. Signal Process. 59 (7) (2011)
Xijing Guo, Shihua Zhu, Sebastian Miron, David Brie
Approximate joint diagonalization by nonorthogonal nonparametric Jacobi transformations. ICASSP (2010)
Sebastian Miron, David Brie, Manuel Dossot, Bernard Humbert
On the modeling and processing of polarization in Raman spectroscopy. WHISPERS (2009)
Charles Soussen, Sebastian Miron, Fabrice Caland, David Brie, Patrick Billard, Christian Mustin
Complexity reduction by convex cone detection for unmixing hyperspectral images of bacterial biosensors. EUSIPCO (2009)
Xijing Guo, Sebastian Miron, David Brie
Identifiability of the parafac model for polarized source mixture on a vector sensor array. ICASSP (2008)
Sebastian Miron, Xijing Guo, David Brie
DOA estimation for polarized sources on a vector-sensor array by PARAFAC decomposition of the fourth-order covariance tensor. 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)
Sebastian Miron, Nicolas Le Bihan, Jérôme I. Mars
High Resolution Vector-Sensor Array Processing Based on Biquaternions. ICASSP (4) (2006)
Sebastian Miron, Nicolas Le Bihan, Jérôme I. Mars
Quaternion-MUSIC for vector-sensor array processing. IEEE Trans. Signal Process. 54 (4) (2006)
Sebastian Miron, Nicolas Le Bihan, Jérôme I. Mars
Vector-Sensor MUSIC for Polarized Seismic Sources Localization. EURASIP J. Adv. Signal Process. 2005 (1) (2005)
Sebastian Miron, Nicolas Le Bihan, Jérôme I. Mars
Polarized source characterization using vector-music. EUSIPCO (2004)