Refereed Journal Papers :
- S. Miron, J. Flamant, N. Le Bihan, P. Chainais, and D. Brie, Quaternions in signal and image processing,
IEEE Signal Processing Magazine, Vol. 40, Issue 6, pp. 26-40, 2023
(draft)
- R. Cabral-Farias, S. Miron, A generalized approach for
Boolean matrix factorization,
Signal Processing, Vol. 206, pp. 108887, 2023, DOI:10.1016/j.sigpro.2022.108887
( pdf preprint)
- J. Flamant, S. Miron, D. Brie, A general framework for
constrained convex quaternion optimization,
IEEE Transactions on Signal Processing, Vol. 70, pp. 254-267, 2021, DOI:10.1109/TSP.2021.3137746
(arXiv:2102.02763)
- S. Miron, M. Diop, A. Larue, E. Robin and D. Brie, Boolean
decomposition of binary matrices using a post-nonlinear mixture approach,
Signal Processing, Vol. 178, January 2021
( pdf preprint) (Python files)
- S. Miron, Y. Zniyed, R. Boyer, A. de Almeida, G. Favier, D. Brie, P. Comon, Tensor methods for multisensor signal processing,
IET Signal Processing, Vol. 14, Issue 10, pp. 693 - 709, 2020
(pdf preprint)
- L. Nus, S. Miron, and D. Brie, An ADMM-based algorithm with
minimum dispersion constraint for on-line blind unmixing of hyperspectral images,
Chemometrics and Intelligent Laboratory Systems, Vol.204, 2020
(pdf preprint)
- J. Flamant, S. Miron, D. Brie, Quaternion non-negative matrix
factorization: definition, uniqueness and algorithm,
IEEE Transactions on Signal Processing, Vol. 68, Issue 1, pp. 1870 - 1883, 2020
(pdf)
- X. Guo, S. Miron, Y. Yang, S. Yang,
Second-order cone programming with probabilistic regularization
for robust adaptive beamforming
,
J. Acoust. Soc. Am. 141, EL199 (2017)
(pdf)
( URL)
-X. Guo, S. Miron, Y. Yang, S. Yang,
An upper bound for the directivity index of superdirective
acoustic vector sensor arrays
,
J. Acoust. Soc. Am. 140, EL410 (2016)
(pdf)
(URL)
- X. Guo, S. Yang, S. Miron,
Low-frequency beamforming for a miniaturized aperture
three-by-three uniform rectangular array of acoustic vector sensors
,
J. Acoust. Soc. Am. 138, 3873 (2015)
(pdf)
(URL)
-
S. Miron, Y. Song, D. Brie, K.T. Wong,
A multilinear approach of direction finding using a sensor-array
with multiple scales of spatial invariance
,
IEEE Transactions on Aerospace and Electronic Systems, Vol. 51, Issue 3, pp. 2057-2070, 2015
(pdf)
-
D. Parrello, C. Mustin, D. Brie, S. Miron, P. Billard,
Multicolor whole-cell bacterial sensing using a synchronous
fluorescence spectroscopy-based approach
,
PLoS ONE, Vol. 10, Issue 3, 2015 (Web link)
-
D. Brie, R. Klotz, S. Miron, S. Moussaoui, C. Mustin, Ph. Bécuwe, S. Grandemange,
Joint analysis of flow cytometry data and fluorescence spectra as
a non-negative array factorization problem
,
Chemometrics and Intelligent Laboratory Systems, Vol. 137, pp.
21-32, 2014
(pdf
)
-
R. Boyer, S. Miron,
Study of the Asymptotic Cramér-Rao Bound for the COLD Uniform
Linear Array,
Physical Communication, Vol.5, Issue 4, pp. 296-307, 2012 (pdf)
-
X. Guo, S. Miron, D. Brie,
The effect of polarization separation on the performance of
Candecomp/Parafac-based vector sensor array processing,
Physical Communication, Vol. 5, Issue 4, pp. 289-295, 2012 (pdf
)
-
X. Guo, S. Miron, D. Brie, A. Stegeman,
Uni-Mode
and Partial Uniqueness Conditions for CANDECOMP/PARAFAC of
Three-Way Arrays with Linearly Dependent Loadings,
SIAM
Journal on Matrix Analysis and Applications, Vol.33, Issue 1, pp. 111-129, 2012 (pdf)
-
X. Guo, S. Miron, D. Brie, S. Zhu, X. Liao,
A
CANDECOMP/PARAFAC perspective on uniqueness of DOA
estimation using a vector sensor array,
IEEE
Transactions on Signal Processing, Vol.
59, Issue 7, pp. 3475 - 3481, 2011 (pdf
)
-
S. Miron, M. Dossot, C. Carteret, S. Margueron, D. Brie,
Joint
processing of the parallel and crossed polarized Raman spectra and
uniqueness in blind nonnegative source separation
,
Chemometrics and Intelligent Laboratory Systems, Vol. 105, Issue 1, pp.
7-18, 2011
(pdf
)
-
J. I. Mars, J. Guillon, S.
Miron, V. Grulier, C. Picard,
Séparation
des
composantes compressibles et incompressibles dans un champ de pression pariétale
,
Traitement du Signal, Vol. 25, No. 4, pp. 346-356, 2008
- N. Le Bihan, S. Miron, J.
Mars, MUSIC algorithm for
vector-sensors array using
biquaternions, IEEE
Transactions on Signal Processing, Vol.
55, Issue 9, pp. 4523-4533, 2007 (pdf
)
- S. Miron, N. Le Bihan, J.
Mars, Quaternion-
MUSIC for vector-sensor array processing,
IEEE
Transactions on Signal Processing, Vol. 54, Issue 4, pp. 1218-1229,
2006 (pdf
)
- S. Miron, N. Le Bihan, J.
Mars, Vector-sensor MUSIC for
polarized sources localization,
EURASIP
Journal on Applied Signal Processing, Vol. 2005, Issue 1, pp. 74-84,
2005 (pdf
)
Book Chapter :
- D. Brie, S. Moussaoui, S. Miron, C. Carteret and M. Dossot,
Bayesian Positive Source Separation for
Spectral Mixture Analysis
,
in Resolving Spectral Mixtures
With Applications from Ultrafast Time-Resolved Spectroscopy to Super-Resolution Imaging ,
edited by Elsevier Science Limited, pp. 279-307,
2016, ISBN 978-0-444-63638-6
- S. Miron and D.Brie,
Some Rank Conditions for the Identifiability of the Sparse
Paralind Model
,
in Latent Variable Analysis and Signal Separation ,
edited by Springer International Publishing, pp. 41-48,
2015, ISBN 978-3-319-22481-7 (pdf preprint)
- S. Miron, X. Guo and D.
Brie,
Vector sensor array processing for
polarized sources using a quadrilinear representation of the data
,
in Signal processing ,
edited by INTECH, pp. 19-36,
2010, ISBN 978-953-7619-91-6 (Web link)
Refereed Conference Papers :
- R. Cabral-Farias, S. Miron, Une approche générique pour la
factorisation booléenne de matrices binaires, GRETSI 2022, Nancy, France, Sep 6-9, 2022
- J. Flamant, X. Luciani, Y. Zniyed, S. Miron, Tenseurs à
valeurs quaternioniques : un objet mathématique à identifier, GRETSI 2022, Nancy, France, Sep
6-9, 2022
- Y. Zniyed, K. Usevich, D. Brie, S. Miron, Une approche
tensorielle pour entrainer des réseaux de neurones flexibles, GRETSI 2022, Nancy, France, Sep
6-9, 2022
- Y. Zniyed, K. Usevich, S. Miron, and D. Brie, Tensor-based
approach for training flexible neural networks,
ASILOMAR 2021, Pacific Grove, California, US, Oct 31 - Nov 3, 2021
- Y. Zniyed, K. Usevich, S. Miron, and D. Brie, Learning
nonlinearities in the decoupling problem with structured CPD,
IFAC SYSID 2021, Padova, Italy, July 13 - 16, 2021
- L. Nus, S. Miron, B. Jaillais, S. Moussaoui, and D. Brie, A
semi-supervised
rank tracking algorithm for on-line unmixing of hyperspectral images,
ICASSP 2020, Barcelona, Spain, May 4 - 8, 2020
- Y. Zniyed, S. Miron, R. Boyer, D. Brie, Uniqueness of Tensor
Train Decomposition with Linear Dependencies , CAMSAP 2019, Guadeloupe, France, Dec 15-18,
2019
(pdf)
- J. Flamant, S. Miron, D. Brie, Quaternion Non-negative
Matrix Factorization: a new tool for spectropolarimetric imaging , CAMSAP 2019, Guadeloupe,
France, Dec 15-18, 2019
(pdf)
- M. Diop, S. Miron, A. Larue, D. Brie, Binary matrix
factorization applied to Netflix dataset analysis,
IFAC-TA 2019, Chengdu, China, Sep 25 - 27, 2019
- L. Nus, S. Miron, D. Brie, Démélange d’images
hyperspectrales à l’aide de la NMF en-ligne avec contrainte de dispersion minimale , GRETSI
2019, Lille, France, Aug 26-29, 2019
- J. Flamant, S. Miron, D. Brie, Factorisation en matrices
quaternioniques non-négatives : un nouvel outil pour l'imagerie spectro-polarimétrique,
GRETSI 2019, Lille, France, Aug 26-29, 2019
- Y. Zniyed, S. Miron, R. Boyer, D. Brie, Uniqueness of Tensor
Train Decomposition with Linear Dependencies, GRETSI 2019, Lille, France, Aug 26-29, 2019
- M. Diop, S. Miron, A. Souloumiac, D. Brie, Boolean CP
decomposition of binary tensors: uniqueness and algorithm,
ICASSP 2019, Brighton, UK, May 12 - 17, 2019
- L. Nus, S. Miron, D. Brie,
Estimation of the regularization parameter of an on-line NMF with minimum volume constraint ,
IEEE SAM 2018, Sheffield, UK,
July 8-11, 2018
- L. Nus, S. Miron, D. Brie,
On-line blind unmixing for hyperspectral pushbroom imaging systems ,
IEEE SSP 2018, Freiburg, Germany,
June 10-13, 2018
- B. Jaillais, K. Meghar, L. Nus, S. Miron, D. Brie, S. Moussaoui, Unsupervised processing of hyperspectral images, Chimiométrie
2018, Paris, France, January 30 - 31, 2018
- M. Diop, A. Larue, S. Miron, D. Brie, A post-nonlinear
mixture model approach to binary matrix factorization, EUSIPCO 2017, Kos Island, Greece,
August 28 -September 2, 2017 (pdf)
- M. Diop, A. Larue, S. Miron, D. Brie, Factorisation en
matrices binaires par modèle de mélange post non-linéaire,
GRETSI 2017, Juan-les-Pins, France, Sept. 5-8, 2017
- M.-A. Bisch, S. Miron, D.
Brie, D. Le Jeune, A sparse approach for DOA estimation with a
multiple spatial invariance sensor array,
IEEE SSP 2016, Palma de Mallorca, Spain, June 26-29, 2016 (pdf)
- M.-A. Bisch, S. Miron, D.
Brie, D. Le Jeune, Estimation parcimonieuse des directions
d'arrivées pour les antennes multi-échelle,
GRETSI 2015, Lyon, France, Sept. 8-11, 2015
- D. Brie, S. Miron, Ph. Bécuwe, S. Grandemange, A
non-negative multilinear block tensor decomposition approach to flow cytometry data
analysis, MLSP 2014, Reims, France, September 21-24, 2014
- S. Miron, Y. Song, D. Brie, K.T. Wong CANDECOMP/PARAFAC (CP)
direction finding with multi-scale array, CAMSAP 2013, Saint Martin, France, December 15-18,
2013 (pdf)
- M. Boizard, G. Ginolhac, F. Pascal, S. Miron, P. Forster, Numerical performance of a Tensor MUSIC algorithm based on HOSVD for a
mixture of polarized sources, EUSIPCO 2013, Marrakech, Marocco, September 9-13, 2013
- Y. Merah, S. Miron, D. Brie, Estimation de la direction
d'arrivée des sources polarisées avec un capteur électromagnétique à six composantes
non-localisées, GRETSI 2013, Brest, France, September 3-6, 2013
- Y. Merah, S. Miron, D. Brie, A generalized acquisition
scheme for vector cross-product direction finding with spatially spread vector-sensor
components, ICASSP 2013, Vancouver, Canada, May 26-31, 2013 (pdf)
- A. L. F. de Almeida, A. Y. Kibangou, S. Miron, D. C. Araújo, Joint data and connection topology recovery in collaborative wireless
sensor networks,
ICASSP 2013, Vancouver, Canada, May 26-31, 2013
- F. Caland, S. Miron, D.
Brie, C. Mustin, A blind sparse approach for estimating
constraint matrices in Paralind data models,
EUSIPCO 2012, Bucharest, Romania, Aug. 27-31, 2012
- F. Caland, S. Miron, D.
Brie,
C. Mustin, Estimation de la
réponse de biosenseurs par l'analyse des signaux spectraux
multivariés,
GRETSI 2011, Bordeaux, France, Sept. 5-8, 2011
- X. Guo, S. Miron, D. Brie,
A. Stegeman, Identifiabilité
partielle de mélanges trilinéaires de sources
linéairement dépendantes,
GRETSI 2011, Bordeaux, France, Sept. 5-8, 2011
- F. Caland, S. Miron, D.
Brie, C. Mustin, A
CANDECOMP/PARAFAC
approach to the
estimation of environmental pollutant concentrations using biosensors,
IEEE SSP 2011, Nice,
France, June 28-30, 2011
- S. Miron, D. Brie, M.
Dossot, C. Carteret, Micro-crystal
orientations estimation in polarized Raman microscopy using an
acquisition scheme with multiple diversities,
IEEE SSP 2011, Nice,
France, June 28-30, 2011
- D. Brie, S. Miron, F.
Caland, C. Mustin, An
uniqueness condition
for the 4-way CANDECOMP/PARAFAC model with collinear
loadings in three
modes,
ICASSP 2011, Prague,
Czech Republic, May 22-27, 2011 (pdf
)
- X. Guo, S. Zhu, S.
Miron,
D. Brie, Approximate joint
diagonalization by nonorthogonal nonparametric Jacobi transformations,
ICASSP 2010, Dallas, Texas, U.S.A., March 15-19, 2010 (Matlab files)
- X. Guo, S.
Miron,
D. Brie, Identifiabilité
du mélange de
sources polarisées : le cas où le nombre de
capteurs est inférieur au nombre de sources,
GRETSI 2009,
Dijon, France, September 8 - 11, 2009
- S. Miron, D.
Brie, M. Dossot, B. Humbert, On
the modeling and
processing of polarization in Raman spectroscopy,
IEEE
WHISPERS 2009, Grenoble, France, 26 - 28 August, 2009
- C. Soussen, S. Miron, F.
Caland, D. Brie, P. Billard, C. Mustin, Complexity reduction
by convex cone detection for unmixing hyperspectral images of bacterial
biosensors, EUSIPCO 2009,
Glasgow, Scotland, August 24 - 28,
2009
- S. Miron, X. Guo, D.
Brie, DOA estimation for
polarized sources on a
vector-sensor
array by PARAFAC decomposition of the fourth-order covariance
tensor, EUSIPCO 2008,
Lausanne, Switzerland, August 25 - 28,
2008
- X. Guo, S. Miron, D.
Brie, Identifiability of the
PARAFAC model for
polarized source
mixture on a vector sensor array,
ICASSP 2008, Las Vegas,
Nevada, U.S.A., March 30 -April 4, 2008
- X. Guo, S. Miron, D.
Brie, Three-way array analysis
on polarized
signals for
direction-finding and blind source separation,
IAR 2007,
Grenoble, France, Nov. 15-16, 2007
- J. Guillon, S. Miron, N.
Le Bihan, M. Pachebat, C. Picard, J. Mars, Séparation des
composantes compressible et incompressible d'un champ de pression
pariétal,
GRETSI 2007, Troyes, France, Sept. 11-14, 2007
- S. Miron, N. Le Bihan, J.
Mars, High Resolution
vector-sensor array processing based
on biquaternions, ICASSP
2006, Toulouse, France, May 14-19,
2006
- S. Miron, N. Le Bihan, J.
Mars, Etude des performances du
modèle quaternionique en
traitement d’antenne vectorielle,
GRETSI 2005,
Louvain-la-Neuve, Belgium, Sept. 6-9, 2005
- S. Miron, N. Le Bihan, J.
Mars, High-resolution
vector-sensor array processing using
quaternions, IEEE Workshop
Statistical Signal Processing,
Bordeaux,
July 17-20, 2005
- S. Miron, N. Le Bihan, J.
Mars, Polarized
source
characterization using vector-MUSIC,
EUSIPCO'04, Vienna, Austria, Sept. 2004
- S. Miron, N. Le Bihan, J.
Mars, Joint estimation of
direction of arrival and polarization
parameters for multicomponent sensor array,
66th EAGE Conference
& Exhibition, Paris, 7-10 June 2004
- S. Miron, M. Guillon, N. Le Bihan, J.
Mars, Multidimensional signal
processing using quaternions,
Third
International Symposium on Physics in Signal and Image Processing, PSIP
03, Grenoble, 29-31 January 2003
Ph.D. Thesis :
Méthodes
multilinéaires et hypercomplexes en traitement
d’antenne multicomposante haute résolution
(fr),
Institut National Polytechnique de Grenoble (pdf)