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Sebastian Miron
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2020 – today
- 2024
- [c29]Saulo Cardoso Barreto, Julien Flamant, Sebastian Miron, David Brie:
Physically-Constrained Block-Term Tensor Decomposition for Polarimetric Image Recovery. ICASSP 2024: 9686-9690 - [c28]Narech Houessou, Sebastian Miron, Karine Gerardin, Bruno Galland, Philippe Duquenne:
A Tensor Regularized Approach to Spatio-Temporal Pollutant Cartography Applied to Working Environments. ICFSP 2024: 63-67 - [i2]Julien Flamant, Xavier Luciani, Sebastian Miron, Yassine Zniyed:
Multilinear analysis of quaternion arrays: theory and computation. CoRR abs/2412.05409 (2024) - 2023
- [j15]Rodrigo Cabral Farias
, Sebastian Miron:
A generalized approach for Boolean matrix factorization. Signal Process. 206: 108887 (2023) - [j14]Sebastian Miron
Quaternions in Signal and Image Processing: A comprehensive and objective overview. IEEE Signal Process. Mag. 40(6): 26-40 (2023) - [c27]Rodrigo Cabral Farias, Sebastian Miron:
Projected Hierarchical ALS for Generalized Boolean Matrix Factorization. ICASSP 2023: 1-5 - [c26]Osimone Imhogiemhe, Julien Flamant, Xavier Luciani, Yassine Zniyed
Low-Rank Tensor Decompositions for Quaternion Multiway Arrays. ICASSP 2023: 1-5 - 2022
- [b1]Sebastian Miron:
Factorisations des tableaux multidimensionnels de données sous contraintes : unicité et applications. University of Lorraine, Nancy, France, 2022 - [j13]Julien Flamant
A General Framework for Constrained Convex Quaternion Optimization. IEEE Trans. Signal Process. 70: 254-267 (2022) - 2021
- [j12]Sebastian Miron, Mamadou Diop, Anthony Larue, Eddy Robin, David Brie:
Boolean decomposition of binary matrices using a post-nonlinear mixture approach. Signal Process. 178: 107809 (2021) - [c25]Yassine Zniyed, Konstantin Usevich, Sebastian Miron, David Brie:
A tensor-based approach for training flexible neural networks. ACSCC 2021: 1673-1677 - [i1]Yassine Zniyed
Tensor-based framework for training flexible neural networks. CoRR abs/2106.13542 (2021) - 2020
- [j11]Sebastian Miron, Yassine Zniyed
Tensor methods for multisensor signal processing. IET Signal Process. 14(10): 693-709 (2020) - [j10]Julien Flamant
Quaternion Non-Negative Matrix Factorization: Definition, Uniqueness, and Algorithm. IEEE Trans. Signal Process. 68: 1870-1883 (2020) - [c24]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: 1514-1518
2010 – 2019
- 2019
- [c23]Julien Flamant
Quaternion Non-negative Matrix Factorization: a new tool for spectropolarimetric imaging. CAMSAP 2019: 336-340 - [c22]Yassine Zniyed, Sebastian Miron, Rémy Boyer, David Brie:
Uniqueness of Tensor Train Decomposition with Linear Dependencies. CAMSAP 2019: 460-464 - [c21]Mamadou Diop, Sebastian Miron, Antoine Souloumiac, David Brie:
Boolean CP Decomposition of Binary Tensors: Uniqueness and Algorithm. ICASSP 2019: 8212-8216 - [c20]Laura-Bianca Bilius, Stefan Gheorghe Pentiuc, David Brie, Sebastian Miron:
Analysis of Hyperspectral Images Using Supervised Learning Techniques. ICSTCC 2019: 675-680 - 2018
- [c19]Ludivine Nus, Sebastian Miron, David Brie:
Estimation of the Regularization Parameter of an On-Line NMF with Minimum Volume Constraint. SAM 2018: 425-429 - [c18]Ludivine Nus, Sebastian Miron, David Brie:
On-Line Blind Unmixing For Hyperspectral Pushbroom Imaging Systems. SSP 2018: 418-422 - 2017
- [c17]Mamadou Diop, Anthony Larue, Sebastian Miron, David Brie:
A post-nonlinear mixture model approach to binary matrix factorization. EUSIPCO 2017: 321-325 - 2016
- [c16]M.-A. Bisch, Sebastian Miron, David Brie, D. Lejeune:
A sparse approach for DOA estimation with a multiple spatial invariance sensor array. SSP 2016: 1-5 - 2015
- [j9]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): 2057-2070 (2015) - [c15]Sebastian Miron, David Brie:
Some Rank Conditions for the Identifiability of the Sparse Paralind Model. LVA/ICA 2015: 41-48 - 2014
- [c14]David Brie, Sebastian Miron, Philippe Becuwe, Stephanie Grandemange:
A non-negative multilinear block tensor decomposition approach to flow cytometry data analysis. MLSP 2014: 1-6 - 2013
- [c13]Sebastian Miron, Yang Song, David Brie, Kainam Thomas Wong
CANDECOMP/PARAFAC (CP) direction finding with multi-scale array. CAMSAP 2013: 224-227 - [c12]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: 1-5 - [c11]Yazid Merah, Sebastian Miron, David Brie:
A generalized acquisition scheme for vector cross-product direction findingwith spatially spread vector-sensor components. ICASSP 2013: 3977-3980 - [c10]André L. F. de Almeida
Joint data and connection topology recovery in collaborative wireless sensor networks. ICASSP 2013: 5303-5307 - 2012
- [j8]Khoa Le, Sebastian Miron, Kainam Thomas Wong
Polarization in Wireless Communications. Phys. Commun. 5(4): 287-288 (2012) - [j7]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): 289-295 (2012) - [j6]Rémy Boyer, Sebastian Miron:
Study of the asymptotic Cramér-Rao Bound for the COLD uniform linear array. Phys. Commun. 5(4): 296-307 (2012) - [j5]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): 111-129 (2012) - [c9]Fabrice Caland, Sebastian Miron, David Brie, Christian Mustin:
A blind sparse approach for estimating constraint matrices in Paralind data models. EUSIPCO 2012: 839-843 - 2011
- [j4]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): 3475-3481 (2011) - [c8]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: 4108-4111 - 2010
- [c7]Xijing Guo, Shihua Zhu, Sebastian Miron, David Brie:
Approximate joint diagonalization by nonorthogonal nonparametric Jacobi transformations. ICASSP 2010: 3774-3777
2000 – 2009
- 2009
- [c6]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: 1938-1942 - [c5]Sebastian Miron, David Brie, Manuel Dossot, Bernard Humbert:
On the modeling and processing of polarization in Raman spectroscopy. WHISPERS 2009: 1-4 - 2008
- [c4]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: 1-5 - [c3]Xijing Guo, Sebastian Miron, David Brie:
Identifiability of the parafac model for polarized source mixture on a vector sensor array. ICASSP 2008: 2401-2404 - 2007
- [j3]Nicolas Le Bihan
MUSIC Algorithm for Vector-Sensors Array Using Biquaternions. IEEE Trans. Signal Process. 55(9): 4523-4533 (2007) - 2006
- [j2]Sebastian Miron, Nicolas Le Bihan
Quaternion-MUSIC for vector-sensor array processing. IEEE Trans. Signal Process. 54(4): 1218-1229 (2006) - [c2]Sebastian Miron, Nicolas Le Bihan, Jérôme I. Mars:
High Resolution Vector-Sensor Array Processing Based on Biquaternions. ICASSP (4) 2006: 1077-1080 - 2005
- [j1]Sebastian Miron, Nicolas Le Bihan
Vector-Sensor MUSIC for Polarized Seismic Sources Localization. EURASIP J. Adv. Signal Process. 2005(1): 74-84 (2005) - 2004
- [c1]Sebastian Miron, Nicolas Le Bihan, Jérôme I. Mars:
Polarized source characterization using vector-music. EUSIPCO 2004: 421-424
Coauthor Index
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