Publications de Charles SOUSSEN

(Last updated: Jun. 20, 2016)

Publications de Charles Soussen

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Articles de revue internationale

A. Ben Hamadou, C. Daul, and C. Soussen, Construction of extended 3D field of views of the
internal bladder wall surface: A proof of concept, 3D Research, vol. 7, no. 3, pp. 1-23, Sept.
2016 [http].
J. Duan, C. Soussen, D. Brie, J. Idier, M. Wan and Y.-P. Wang, Generalized LASSO with under-
determined regularization matrices, Signal Processing, vol. 127, pp. 239-246, Oct. 2016 [http].
C. Barbieux, J. Bacharouche, C. Soussen, S. Hupont, A. Razafitianamaharavo, R. Klotz, R. Pannequin,
D. Brie, P. Bécuwe, G. Francius and S. Grandemange, DDB2 (damaged-DNA binding 2) protein:
a new modulator of nanomechanical properties and cell adhesion of breast cancer cells,
Nanoscale, vol. 8, no. 9, pp. 5268-5279, Mar. 2016 [http].
C. Herzet, A. Drémeau and C. Soussen, Relaxed recovery conditions for OMP/OLS by exploiting
both coherence and decay, IEEE Transactions on Information Theory, vol. 62, no. 1,
pp. 459-470, Jan. 2016 [http, pdf].
C. Soussen, J. Idier, J. Duan, and D. Brie, Homotopy based algorithms for l₀-regularized least-
squares, IEEE Transactions on Signal Processing, vol. 63, no. 13, pp. 3301-3316, Jul. 2015
[http, pdf].
S. Henrot, C. Soussen, M. Dossot, and D. Brie, Does deblurring improve geometrical hyperspectral
unmixing?, IEEE Transactions on Image Processing, vol. 23, no. 3, pp. 1169-1180, Mar. 2014
[http, pdf].
C. Herzet, C. Soussen, J. Idier, and R. Gribonval, Exact recovery conditions for sparse
representations with partial support information, IEEE Transactions on Information
Theory, vol. 59, no. 11, pp. 7509-7524, Nov. 2013 [http, pdf].
A. Ben Hamadou, C. Soussen, C. Daul, W. Blondel, and D. Wolf, Flexible calibration of structured-
light systems projecting point patterns, Computer Vision and Image Understanding,
vol. 117, no. 10, pp. 1468-1481, Oct. 2013 [http].
C. Soussen, R. Gribonval, J. Idier, and C. Herzet, Joint k-step analysis of orthogonal matching
pursuit and orthogonal least squares, IEEE Transactions on Information Theory, vol. 59,
no. 5, pp. 3158-3174, May 2013 [http, pdf].
S. Henrot, C. Soussen, and D. Brie, Fast positive deconvolution of hyperspectral images,
IEEE Transactions on Image Processing, vol. 22, no. 2, pp. 828-833, Feb. 2013 [http, pdf].
J. Duan, C. Soussen, D. Brie, J. Idier, and Y.-P. Wang, On LARS/homotopy equivalence conditions
for over-determined LASSO, IEEE Signal Processing Letters, vol. 19, no. 12, pp. 894-897,
Dec. 2012 [http].
S. Sahnoun, E.-H. Djermoune, C. Soussen, and D. Brie, Sparse multidimensional modal analysis
using a multigrid dictionary refinement, Eurasip Journal on Advances in Signal Processing,
vol. 2012, no. 60, pp. 1-10, Mar. 2012 [http, pdf].
C. Soussen, J. Idier, E. Carcreff, L. Simon, and C. Potel, Ultrasonic non destructive testing based
on sparse deconvolution, Journal of Physics: Conference Series, vol. 353, no. 012018, pp. 1-10,
Mar. 2012 [http, pdf].
C. Soussen, J. Idier, D. Brie, and J. Duan, From Bernoulli-Gaussian deconvolution to sparse
signal restoration, IEEE Transactions on Signal Processing, vol. 59, no. 10, pp. 4572-4584,
Oct. 2011 [http, pdf].
P. Polyakov, C. Soussen, J. Duan, J. Duval, D. Brie, and G. Francius, Automated force volume
image processing for biological samples, PLoS ONE, vol. 6, no. 4, Apr. 2011 [http].
C. Soussen and J. Idier, Reconstruction of three-dimensional localized objects from limited
angle x-ray projections: an approach based on sparsity and multigrid image representation,
Journal of Electronic Imaging, vol. 17, no. 3, Aug. 2008 [http, pdf].
C. Soussen and A. Mohammad-Djafari. Polygonal and polyhedral contour reconstruction in
computed tomography. IEEE Transactions on Image Processing, vol. 13, no. 11, pp. 1507-1523,
Nov. 2004 [http, pdf].

Chapitres d'ouvrage

C. Soussen, D. Brie, G. Francius, and J. Idier, Analysis of force-volume images in atomic force
microscopy using sparse approximation, in Regularization and Bayesian methods for inverse
problems in signal and image processing, J.-F. Giovannelli and J. Idier, Eds., chapter 2, pp. 31-56.
ISTE-Wiley, Feb. 2015 [http].
Version française : C. Soussen, D. Brie, G. Francius, and J. Idier, Approximation parcimonieuse
pour l'analyse d'images force-volume en microscopie de force atomique, in Méthodes
d'inversion appliquées au traitement du signal et de l'image, J.-F. Giovannelli and J. Idier, Eds.,
chapter 2, pp. 53-77. Hermès, Nov. 2013 [http].
C. Soussen and A. Mohammad-Djafari, Surface reconstruction from tomography data, in
Inverse Problems in Vision and 3D Tomography, A. Mohammad-Djafari, Ed., chapter 8, pp. 289-322.
Series: Digital Signal and Image processing, Wiley, New York, Dec. 2009 [http].
Version française : C. Soussen and A. Mohammad-Djafari, Reconstruction des surfaces en
tomographie, in Problèmes inverses en imagerie et en vision, A. Mohammad-Djafari, Ed., vol. 2,
chapter 8, pp. 287-319. Traité IC2, Série traitement du signal et de l'image, Hermès, Paris,
Sept. 2009 [http].
A. Mohammad-Djafari and C. Soussen, Compact object reconstruction, in Discrete Tomography:
Foundations, Algorithms and Applications, G. T. Herman and A. Kuba, Eds., chapter 14, pp. 317-342.
Birkhauser, Boston, MA, 1999 [http].

Publications récentes dans des actes de congrès internationaux avec comité de lecture

J. Duan, C. Soussen, D. Brie, J. Idier, Y.-P. Wang, and M. Wan, An optimal method to segment
piecewise Poisson distributed Signals with application to sequencing data, in Proc. IEEE
EMBC, Milan, Italy, Aug. 2015, pp. 6465-6468 [http].
S. Henrot, C. Soussen, and D. Brie, Sequential deconvolution - unmixing of blurred hyperspectral
data, in Proc. IEEE ICIP, Paris, Oct. 2014, pp. 5152-5156 [http].
C. Herzet and C. Soussen, Enhanced recovery conditions for OMP/OLS by exploiting both
coherence and decay, in Proc. iTWIST workshop, Namur, Belgium, Aug. 2014, pp. 36-37 [http, pdf].
C. Soussen, Confocal fluorescence microscopy and force-volume imaging in atomic force
microscopy: a signal processing perspective, in Proc. Laser Optics, Saint-Petersburg, Russia,
Jul. 2014 [http].
C. Soussen, C. Herzet, J. Idier, and R. Gribonval, Unrecoverable subsets by OMP and Basis Pursuit,
in Proc. SPARS workshop, Signal Processing with Adaptive Sparse Structured Representations,
Lausanne, Switzerland, Jul. 2013 [http, pdf].
S. Henrot, S. Moussaoui, C. Soussen, and D. Brie, Edge-preserving nonnegative hyperspectral
image restoration, in Proc. IEEE ICASSP, Vancouver, Canada, May 2013, pp. 1622-1625 [http].
S. Henrot, C. Soussen, and D. Brie, Fast deconvolution of large fluorescence hyperspectral
images, in Proc. IEEE WHISPERS, Lisbon, Portugal, June 2011 [http].
S. Bourguignon, C. Soussen, H. Carfantan, and J. Idier, Sparse deconvolution: Comparison of
statistical and deterministic approaches, in Proc. IEEE SSP, Nice, France, June 2011 [http].
S. Sahnoun, E.-H. Djermoune, C. Soussen, and D. Brie, Sparse multiresolution modal estimation,
in Proc. IEEE SSP, Nice, France, June 2011 [http].
A. Ben Hamadou, C. Soussen, C. Daul, W. Blondel, and D. Wolf, Flexible projector calibration for
active stereoscopic systems, in Proc. IEEE ICIP, Hong Kong, Sept. 2010, pp. 4241-4244 [http].
A. Ben Hamadou, C. Daul, C. Soussen, A. Rekik, and W. Blondel, A novel 3D surface construction
approach: Application to three-dimensional endoscopic data, in Proc. IEEE ICIP, Hong Kong,
Sept. 2010, pp. 4425-4428 [http].
C. Daul, W. Blondel, A. Ben Hamadou, R. Miranda-Luna, C. Soussen, D. Wolf, and F. Guillemin, From
2D towards 3D cartography of hollow organs, in Proc. 7-th Int. Conf. Elec. Eng. (IEEE CCE),
Computing Science and Automatic Control, Tuxtla Gutièrrez, Chiapas, Mexico, Sept. 2010,
pp. 285-293 [pdf].
C. Soussen, S. Miron, F. Caland, D. Brie, P. Billard, and C. Mustin, Complexity reduction by convex
cone detection for unmixing hyperspectral images of bacterial biosensors, in Proc. 17th
EUSIPCO (European Signal Processing Conference), Glasgow, UK, Aug. 2009, pp. 1938-1942 [pdf].
A. Ben Hamadou, C. Soussen, W. Blondel, C. Daul, and D. Wolf, Comparative study of image
registration techniques for bladder video-endoscopy, in Proc. ECBO, European Conferences on
Biomedical Optics, Munich, Germany, June 2009, vol. 7371 [http].
J. Duan, C. Soussen, D. Brie, and J. Idier, A continuation approach to estimate a solution path of
mixed L2-L0 minimization problems, in Proc. SPARS workshop, Signal Processing with Adaptive
Sparse Structured Representations, Saint-Malo, France, Apr. 2009, pp. 1-6 [pdf].
C. Soussen, D. Brie, F. Gaboriaud, and C. Kessler, Modeling of force-volume images in atomic force
microscopy, in Proc. IEEE ISBI, Paris, May 2008 [http].
C. Soussen and Jérôme Idier. 3D reconstruction of localized objects from radiographs and based
on multiresolution and sparsity, in Proc. IEEE ICIP, Genova, Italy, Sept. 2005, vol. III, pp. 744-747
[http, pdf].
C. Soussen and A. Mohammad-Djafari. Closed surface reconstruction in X-ray tomography,
in Proc. IEEE ICIP, Thessaloniki, Greece, Oct. 2001, pp. 718-721 [http, pdf].

Publications récentes dans des actes de congrès nationaux avec comité de lecture

C. Soussen, J. Idier, J. Duan, and D. Brie, Algorithmes de type homotopiques pour la minimisation
des moindres carrés régularisés par la "norme" l₀, in Proc. 43th CANUM workshop, Obernai,
May 2016 [pdf].
V. Mazet, C. Soussen, and E.-H. Djermoune, Décomposition de spectres en motifs paramétriques
par approximation parcimonieuse, in Proc. 24th GRETSI workshop, Brest, Sept. 2013 [pdf].
S. Henrot, C. Soussen, S. Moussaoui, and D. Brie, Restauration positive d'images hyperspectrales
avec préservation des contours, in Proc. 24th GRETSI workshop, Brest, Sept. 2013.
S. Sahnoun, E.-H. Djermoune, C. Soussen, and D. Brie, Analyse modale bidimensionnelle par
approximation parcimonieuse et multirésolution, in Proc. 23th GRETSI workshop, Bordeaux,
Sept. 2011 [pdf].
S. Henrot, C. Soussen, and D. Brie, Déconvolution rapide d'images hyperspectrales de
fluorescence, in Proc. 23th GRETSI workshop, Bordeaux, Sept. 2011.
J. Duan, C. Soussen, D. Brie, and J. Idier, Détection conjointe de discontinuités d'ordres différents
dans un signal par minimisation de critère L2-L0, in Proc. 22th GRETSI workshop, Dijon, France,
Sept. 2009 [pdf].
A. Ben Hamadou, C. Soussen, W. Blondel, C. Daul, and D. Wolf, Mosaïquage d'images cystoscopiques:
étude comparative de méthodes de recalage, in Proc. 22th GRETSI workshop, Dijon, France,
Sept. 2009 [http].

Communications sans acte récentes

C. Soussen, Minimisation L0 pour les problèmes inverses mal conditionnés, in Fédération
Charles Hermite, journée Parcimonie, Nancy, June 2014 [pdf].
C. Soussen, J. Idier, J. Duan, and D. Brie, Algorithmes de continuation L0 inspirés d'Orthogonal
Least Squares, in GDR ISIS, journée Optimisation non-convexe, Paris, May 2014.
C. Soussen, D. Brie, and G. Francius, Analyse d'échantillons biologiques en microscopie AFM,
in GDR ISIS, journée Imagerie biologique, Rennes, Jan. 2011.
C. Soussen, S. Miron, F. Caland, D. Brie, P. Billard, and C. Mustin, Réduction de complexité pour la
séparation de sources en imagerie hyperspectrale: application à l'imagerie de biocapteurs
bactériens, in GDR ISIS, journée Contraintes de non-négativité en traitement du signal�et des images,
Paris, Jan. 2011.

Rapport Technique

S. Henrot, C. Soussen, S. Moussaoui and D. Brie, Edge-preserving nonnegative deconvolution of
hyperspectral fluorescence microscopy images , Jul. 2015, pp. 1-8 [http, pdf].

Thèse de doctorat

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Habilitation à diriger des recherches

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