A. S. Moulin, . Y. Dandonneau, and . H. Loisel, Seasonal distribution and succession of dominant phytoplankton groups in the global ocean: A satellite view, Global Biogeochem. Cycles, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00480911

M. O. Aubauer, W. W. Lammers, and . Au, One-hydrophone method of estimating distance and depth of phonating dolphins in shallow water, The Journal of the Acoustical Society of America, vol.107, issue.5, 2000.
DOI : 10.1121/1.428660

M. Babaie-zadeh, C. Jutten, and A. Mansour, Sparse ICA via cluster-wise PCA, Neurocomputing, vol.69, issue.13-15, pp.13-15, 2006.
DOI : 10.1016/j.neucom.2005.12.022

URL : https://hal.archives-ouvertes.fr/hal-00097157

A. B. Baggeroer, W. Kuperman, and P. N. Mikhalevsky, An overview of matched field methods in ocean acoustics, IEEE Journal of Oceanic Engineering, vol.18, issue.4, 1993.
DOI : 10.1109/48.262292

E. Caillault, P. Hébert, N. Guiselin, and L. Artigas, Classification de cytogrammes par appariement élastique: vers la discrimination automatique du phytoplankton marin par cytométrie en flux, pp.1-15, 2009.

N. Chapman and C. Lindsay, Matched-field inversion for geo acoustic model parameters in shallow water, IEEE Journal of Oceanic Engineering, vol.21, issue.4, 1996.

F. Dufrenois, J. Colliez, and D. Hamad, Bounded Influence Support Vector Regression for Robust Single-Model Estimation, IEEE Transactions on Neural Networks, vol.20, issue.11, pp.1689-1706, 2009.
DOI : 10.1109/TNN.2009.2024202

B. Emile and P. Comon, Estimation of time delays between unknown colored signals, Signal Processing, vol.69, issue.1, pp.93-100, 1998.
DOI : 10.1016/S0165-1684(98)00061-9

P. C. Etter, Underwater acoustic modeling and simulation, 2003.
DOI : 10.4324/9780203417652

A. Feuerverger, A Consistent Test for Bivariate Dependence, International Statistical Review / Revue Internationale de Statistique, vol.61, issue.3, pp.419-433, 1993.
DOI : 10.2307/1403753

N. Guiselin, L. Courcot, L. Artigas, L. Jéloux, A. Brylinski et al., An optimised protocol to prepare Phaeocystis globosa morphotypes for scanning electron microscopy observation, Journal of Microbiological Methods, vol.77, issue.1, pp.119-123, 2009.
DOI : 10.1016/j.mimet.2009.01.002

J. P. Hermand, Broad-band geoacoustic inversion in shallow water from waveguide impulse response measurements on a single hydrophone: theory and experimental results, IEEE Journal of Oceanic Engineering, vol.24, issue.1, 1999.
DOI : 10.1109/48.740155

T. Kailath, Linear systems, 1980.

M. Kalakech, . Biela-ph, L. Macaire, and D. Hamad, Constraint scores for semi-supervised feature selection: A comparative study, Pattern Recognition Letters, vol.32, issue.5, pp.656-665, 2011.
DOI : 10.1016/j.patrec.2010.12.014

M. Kalakech, . Biela-ph, D. Hamad, and L. Macaire, Semi-supervised evaluation of constraint scores for feature selection, International Conference on Neural Computation Theory and Applications, pp.175-182, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00732792

A. Kardec-barros, A. Mansour, and N. Ohnishi, Removing artifacts from electrocardiographic signals using independent components analysis, Neurocomputing, vol.22, issue.1-3, pp.173-186, 1999.
DOI : 10.1016/S0925-2312(98)00056-3

M. Kawamoto, A. Kardec-barros, A. Mansour, K. Matsuoka, and N. Ohnishi, Real world blind separation of convolved non-stationary signals, First International Workshop on Independent Component Analysis and signal Separation (ICA99), pp.347-352, 1999.

M. Kendall and A. Stuart, The advanced theory of statistics: Design and analysis, and time-series, 1961.

R. J. Korneliussen, Y. Heggelund, I. K. Eliassen, O. K. Øye, T. Knutsen et al., Combining multibeam-sonar and multifrequency-echosounder data: examples of the analysis and imaging of large euphausiid schools, Inter. Council for the Exploration of the Sea, 2009.
DOI : 10.1093/icesjms/fsp092

I. Leblond, M. Legris, and &. B. Solaiman, Use of classification and segmentation of sidescan sonar images for long term registration, Europe Oceans 2005, pp.20-23, 2005.
DOI : 10.1109/OCEANSE.2005.1511734

URL : https://hal.archives-ouvertes.fr/hal-00518736

I. Leblond, M. Legris, and B. Solaiman, Apport de la classification automatique d'images sonar pour le recalage à long terme, Revue Traitement du Signal, vol.25, pp.1-2, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00449749

I. Leblond, C. Berron, and I. Quidu, Mise en oeuvre de stratégies prédictives sur les vues à acquérir pour la classification multi-vue d'objets immergés à partir d'images SAS, Conférence RFIA'2010 Reconnaissance des Formes et Intelligence Artificielle

I. Leblond and C. Scalabrin, Etudes sur la détection d'algues dans la colonne d'eau par sondeurs halieutiques, MOQESM (MOnitoring Quantitatif de l'Environnement Sous-Marin), Sea Tech Week, 2010.

I. Leblond, C. Scalabrin, L. Géli, and L. Berger, Acoustic monitoring of gas emissions from the sea floor: estimation of bubbles volumetric flows by inverse modeling

X. Lurton, Introduction to underwater acoustics principles and applications, 2002.

A. Mansour, A mutually referenced blind multiuser separation of convolutive mixture algorithm, Signal Processing, vol.81, issue.11, pp.2253-2266, 2001.
DOI : 10.1016/S0165-1684(00)00279-6

URL : https://hal.archives-ouvertes.fr/hal-00518897

A. Mansour, Enhancement of acoustic tomography using spatial and frequency diversities Volume:doi:10 Issue: On Line The electronic version of this article is the complete one and can be found online at, EURASIP Journal on Advances in Signal Processing, vol.1, p.225, 1186.

A. Mansour, C. Jutten, . Ph, and . Loubaton, Subspace method for blind separation of sources and for a convolutive mixture model, European Signal Processing Conference, pp.2081-2084, 1996.
URL : https://hal.archives-ouvertes.fr/hal-00802604

A. Mansour and C. Jutten, What should we say about the kurtosis?, IEEE Signal Processing Letters, vol.6, issue.12, pp.321-322, 1999.
DOI : 10.1109/97.803435

URL : https://hal.archives-ouvertes.fr/hal-00802440

A. Mansour, N. Ohnishi, and C. G. Puntonet, Blind multiuser separation of instantaneous mixture algorithm based on geometrical concepts, Signal Processing, vol.82, issue.8, pp.1155-1175, 2002.
DOI : 10.1016/S0165-1684(02)00250-5

URL : https://hal.archives-ouvertes.fr/hal-00802454

A. Mansour and C. Gervaise, ICA applied to passive ocean acoustic tomography, WSEAS Trans. on Acoustics and Music, vol.1, issue.2, pp.83-89, 2004.
URL : https://hal.archives-ouvertes.fr/hal-00518776

A. Mansour, A. Kardec-barros, and N. Ohnishi, Blind separation of sources: Methods, assumptions and applications, IEICE Trans. on Fundamentals of Electronics, Communications and Computer Sciences, issue.8, pp.1498-1512, 2000.
URL : https://hal.archives-ouvertes.fr/hal-00802445

P. Mccullagh, Tensor methods in statistics, 1987.

D. N. Maclennan, P. G. Fernandes, and J. Dalen, A consistent approach to definitions and symbols in fisheries acoustics, ICES Journal of Marine Science, vol.59, issue.2, pp.365-369, 2002.
DOI : 10.1006/jmsc.2001.1158

A. Martin and A. Mansour, Comparative study of high order statistics estimators, International Conference on Software, Telecommunications and Computer Networks Dubrovnik (Croatia), pp.511-515, 2004.
URL : https://hal.archives-ouvertes.fr/hal-00518783

K. Matsuoka, M. Oya, and M. Kawamoto, A neural net for blind separation of nonstationary signals, Neural Networks, vol.8, issue.3, pp.411-419, 1995.
DOI : 10.1016/0893-6080(94)00083-X

Z. H. Michalopoulou, Estimating the Impulse Response of the Ocean: Correlation Versus Deconvolution, Inverse problems in underwater acoustics, 2001.
DOI : 10.1007/978-1-4757-3520-8_5

W. Munk, P. Worcester, and C. Wunsch, Ocean Acoustic Tomography, Oceanography, vol.1, issue.1, 1995.
DOI : 10.5670/oceanog.1988.31

L. , N. Thi, and C. Jutten, Blind sources separation For convolutive mixtures, Signal Processing, vol.45, issue.2, pp.209-229, 1995.

B. Noble and J. W. Daniel, Applied linear algebra, 1988.

R. J. Olson, . A. Shalapyonok, and . Sosik, An automated submersible flow cytometer for analyzing pico-and nanophytoplankton: FlowCytobot. Deep Sea Research I, pp.301-315, 2003.

G. Puntonet, A. Mansour, C. Bauer, and E. Lang, Separation of sources using simulated annealing and competitive learning, Neurocomputing, vol.49, issue.1-4, pp.39-60, 2002.
DOI : 10.1016/S0925-2312(02)00510-6

URL : https://hal.archives-ouvertes.fr/hal-00518862

M. Shulkin and H. W. Marsh, Sound absorption in sea water, Journal of the Acoustical Society of America, vol.134, pp.864-865, 1962.

T. S. Stanton, P. H. Wiebe, D. Chu, M. C. Benfield, L. Scanrlon et al., On acoustic estimates of zooplankton biomass, ICES Journal of Marine Science, vol.51, issue.4, pp.505-512, 1994.
DOI : 10.1006/jmsc.1994.1051

. M. Thyssen, . B. Beker, . D. Ediger, . D. Yilmaz, . N. Garcia et al., Phytoplankton distribution during two contrasted summers in a Mediterranean harbour: combining automated submersible flow cytometry with conventional techniques, Environmental Monitoring and Assessment, vol.251, issue.C9, pp.1-16, 2011.
DOI : 10.1007/s10661-010-1365-z

G. Wacquet, P. A. Hébert, É. Caillault-poisson, and D. Hamad, Semi-Supervised K-Way Spectral Clustering using Pairwise Constraints, International Conference on Neural Computation Theory and Applications, pp.72-81, 2011.

D. Finally, He has been chair, co-chair and a scientific committee member as well as a member of Technical Program Committees (TPC) in many international conferences. He is an active reviewer for a variety of international journals in different engineering fields. He was a Lead Guest Editor at, Signal Processing -Special Issue on Signal Processing Methods for Diversity and Its Applications, 2006.

I. Leblond-is-born-in-france, She obtained the " baccalauréat " (equivalent A-level) in science in Rouen in 1995. Then, she successively obtained the four years university degree in Physics at the University Paul Sabatier of Toulouse (France) in 1999 and the fifth years university degree in Oceanography at the University of Bretagne Occidentale of Brest (France) in 2000. Finally, she obtained her PhD in Signal and Image Processing at the University of Bretagne Occidentale in 2006. She worked at Ifremer (French Institute of Marine Research) in three different projects: 1/ implementation of ecological and hydrodynamic model of Bay of Brest in 2000, 2/ studies of algae in water column with fisheries sounders from and 3/ acoustic characterization and quantification of fluid seeps in water column from Acoustic monitoring of gas emissions from the sea floor: estimation of bubbles volumetric flows by inverse modeling, in preparation) She also worked at Ecole Navale (French Military Naval Academy) from, in the research field of sediment profilers and at IRD (Institue for Research and Development) in 2011 in acoustic modeling of backscattering of zooplankton, 1977.

S. I. Leblond, M. Legris, and &. B. Solaiman, France) in three projects: 1/ long-term sonar image registration from Use of Classification and Segmentation of Sidescan Sonar Images for Long Term Registration Mise en oeuvre de stratégies prédictives sur les vues à acquérir pour la classification multi-vue d'objets immergés à partir d'images SAS) and 3/ signal processing and fusion of data coming from several sensors (passive and active acoustics, video) for long-term monitoring since, Conférence RFIA'2010 Reconnaissance des Formes et Intelligence Artificielle Her major field of research is in underwater acoustics, signal and image processing associate to sonar and hydrophone data, pp.20-23, 2002.

. Actually, He is involved in the Interreg 2 Seas DYMAPHY Project Development of a DYnamic observation system for the assessment of MArine water quality, based on PHYtoplankton analysis " . He managed the PhytoClas project which has been selected as innovative project and supported by the university ULCO. PhytoClas has the objective of characterization and classification of phytoplankton by Cytometry signal analysis and image processing. He also managed the CLASPEC project " Spectral Clustering for Color Image Segmentation and Audio Signals Graisyhm research federation, CLASPEC has been supported by