Ronan  FABLET  43  year  old,  French    

 

Professor,  IMT  Atlantique    Signal  &  Communications  Dept,  UMR  LabSTICC/TOMS  

 

Data  Science  &  Ocean  Sciences    

Address:  Telecom  Bretagne,  Dept  SC,  Technopôle  Brest-­‐Iroise  -­‐  CS  83818,  29238  BREST  Tel:33(0)2  29  00  12  87,  Mail:  ronan.fablet@telecom-­‐bretagne.eu  

Webpage:  http://perso.telecom-­‐bretagne.eu/ronanfablet/    

ACADEMIC DEGREES

2012 HDR (postdoctoral degree for research supervision), Université Bretagne Occidentale 1998-2001 Phd in Computer Science and Signal Processing, INRIA Rennes, University Rennes I 1996-1997 MSc. in Applied Math (with honours) SUPAERO/Univ. Paul Sabatier 1994-1997 SUPAERO engineer degree, in Signal and Image Processing

PROFESSIONAL RECORD (publication list in annex)

2012-present Professor. IMT Atlantique (Brest) – Signal and Communication Dept Research activities: signal and image analysis, pattern recognition, application to space oceanography and marine ecology Teaching activities: Applied Math., Signal Processing, Computer Vision

2016 Visiting professor at IMEDEA (CSIC/UIB), Mallorca, Spain Research activities: new computational tools for altimeter-derived sea surface currents.

2010-2011 Visiting scientist at IRD/IMARPE, Lima, Peru Research activities: Multiscale analysis and modeling of observation data of the dynamics of the Northern Humboldt Current System.

2008-2012 Associate Professor. Telecom Bretagne (Brest) – Signal and Communication Dept

2002-2007 Research scientist, Ifremer (Brest, France), Fisheries Science and Technology Dept Full-time research position, in charge of signal processing activities Research activities: Otolith imaging and computer-assisted biological archive calibration & sonar sensing of marine ecosystems (pelagic environment and seabed)

2001-2002 Brown University (RI, USA) – Postdoc with Prof. M. Black Research activities: Analysis of complex dynamic scenes in image sequences.

1998-2001 PhD at INRIA Rennes.VISTA group (P. Bouthemy) Research activities: statistical motion modelling and recognition; application to motion-based video indexing

1997-1998 French Naval Academy: Research and Teaching Ass., Signal Processing Group (C. Collet)

Research activities: segmentation and tracking in IR image sequences TEACHING & SUPERVISING ACTIVITIES

Teaching: ~100h/year since 2008 (probability, signal & image processing, computer science, sclerochronology) for different MSc degrees (ENSTA Br., ENSAI, ENIB, ENSI Tunis, Télécom Bretagne, IUEM) and training sessions for industrial partners (Ifremer, Télécom Bretagne, IMARPE)

Coordination: coordination of IMT Atlantique training program in Math. and Signal Processing (2013-2017) and Telecomm. Science and Engineering (2009-2013) Supervising activities: supervisor for MSc students (> 20), Phd students (>15), postdocs and research engineers (> 15 person.year since 2008)

COORDINATION & EVALUATION OF RESEARCH ACTIVITIES

Principal investigator of national and international research programs • co-PI, MANATEE, 2017-2021, OSTST, 5 partners (Ocean altimetry) • PI, SESAME, 2017-2019, ANR ASTRID, 4 partners (Maritime trafic surveillance and big data) • PI, SEACS, 2015-2018, Labex Cominlabs-Lebesgue-Mer, 5 partners (Ocean remote sensing big data) • PI, TIAMSEA, 205-2016, Teralab, 3 partners (Stochastic models for ocean dynamics) • PI, MOBI3D, 2014-2016, Image & Réseaux, 3 partners (Object recognition on mobile apps) • Co-PI, EMOCEAN, 2013-2016, ANR/NSFC, 4 partners (Data-driven strategies for ocean dynamics) • PI, FI2O, 2009-2012, CREATE Brittany council, 3 partners (Multi-source analysis of ocean dynamics) • PI, OTOCAL, 2005-2008, ANR JCJC, 4 partners (Data-driven strategies for ocean dynamics) • PI, AFISA, 2007-2008, EU STREP, 7 partners (Otolith imaging and fish aging) • PI, ITIS/ACSYS, 2007-2008, FUI, 5 partners (Fisheries acoustics) • Academic collaborations: Ifremer, IRD, IMARPE, IMEDEA, INRIA Rennes, LIAMA, URI, IMS • Collaborations with industrial partners: ACRI-ST, CNES, Ifremer, SERCEL, ODL, CLS, Bookbeo, iXBlue

Expertise and software development • Coordination of the development of software TNPC (Otolith imaging, Ifremer) (2002-2008) • Transfer of sonar imagery algorithm to Matlab toolbox SonarScope (2006-2008)

Coordination and evaluation activities Member of the "research council" of Télécom Bretagne (2009-2011), of the "Laboratory council" of UMR LabSTICC (2010-2015), and of the scientific committee CGRA1 (committee in charge of the evaluation of engineering-science-related researcher and programmes) of the IRD (French Research Institute for the Development) (2012-2016), of the scientific comittee of Ifremer project PopStar (2016-2018) Deputy director of Lab-STICC research lab for IMT Atlantique site

Participation to scientific societies, conference committees and reviewing activities • Associate editor for IEEE JSTARS (2017-) • Guest Associate Editor for special issue “Remote sensing of the world oceans” in IEEE JSTARS • Co-convener of a special session "Signal & Images en Ocean Sciences" at GRETSI'2013 • Member of the organization committee of GRETSI'2013 (French conference on signal processing),

OBIDAM’2014 (Ocean Big Data Mining School), Ocean Remote Sensing Synergy Summer School (2014-2017), Data Science & Environment workshop DSE’2017

• Member of the board of AFRIF (French IAPR chapter) (2012-2016) • IEEE Senior Member • Member of the program committee of conferences IEEE ICASSP, IEEE ICIP, RFIA, EUSIPCO • Reviewer for journal papers (ICES J. Mar. Sc., Can. J. Fish. Aq. Sc., Fish. Res., J. Fish Biol., IEEE TIP,

IEEE TCSVT, IEEE GRSL, IEEE TGRS, PRL, Ann. Telecom.) (~ 5/10 per year)

PUBLICATION RECORD (H-index: 24, source Google Scholar, > 1800 citations, full list in Annex)

Peer-reviewed journal papers (mean IF: 2.8): 69 (including IEEE PAMI, IEEE TIP, CVIU, IEEE TGRS, GRSL, RSE, IEEE JSTARS, CJFAS, Plos One, Phil. Trans. Roy. Soc., Mar. Ecol. Pr. Series, JGR, Nature Com.) Peer-reviewed papers in Proceedings of Int. Conferences: 80 Invited talks: 22 Pdf available online (http://perso.telecom-bretagne.eu/ronanfablet)

LINGUISTIC AND COMPUTER SKILLS

English Fluent Spanish Read, written, spoken German Notions Computer skills Software/languages C/C++, Matlab, Python

OS: Windows, Linux, Mac OS

REFERENCES Patrick Bouthemy, Research Director INRIA, bouthemy@irisa.fr (computer vision) Josianne Zérubia, Research Director INRIA, Josiane.Zerubia@inria.fr (image processing and remote sensing) Raymond Laë, Research Director IRD, raymond.lae@ird.fr (Marine Ecology) Beatriz Morales-Nin, Professeur de recherche CSIC, beatriz@imedea.uib-csic.es (Marine Ecology) Bertrand Chapron, Senior Scientist Ifremer, chapron@ifremer.fr (Space oceanography)

Annex : List of Publications

Thesis

• Modélisation statistique non paramétrique et reconnaissance du mouvement dans des séquences d'images ; application à l'indexation vidéo. R. Fablet. PhD thesis, Université de Rennes 1, July 2001.

• Des otolithes aux satellites : méthodes et applications du traitement du signal et des images pour l'observation de l'océan. HDR thesis ("Habilitation à Diriger les Recherches"), Université de Bretagne Occidentale, March 2012.

Book chapter

• P. Gros, R. Fablet and P. Bouthemy - New descriptors for image and video indexing. - State-of-the-Art in Content-Based Image and Video Retrieval, H. Burkhardt, H.-P. Kriegel et R. Veltkamp (eds.), Kluwer Academic Publishers, 2001.

• R. Lefort, R. Fablet, J.-M. Boucher. Weakly supervised learning: application to fish school recognition. In New advances in Intelligent Signal Processing, Springer.

• P. Tandeo, P. Ailliot, J. Ruiz, A. Hannart, B. Chapron, A. Cuzol, V. Monbet, R. Easton, R. Fablet. Combining analog method and ensemble data assimilation: application to the Lorenz-63 chaotic system. Machine Learning and Data Mining Approaches to Climate Science, Springer.

Publications in peer-rewieved journals A1. R. Fablet, P. Bouthemy. Non-parametric scene analysis modeling for statistical retrieval with partial query -

Journal of Mathematical Imagining and Vision - 14(3), 2001. IF 1.8 A2. R. Fablet, P. Bouthemy, P. Perez. Non Parametric Motion Characterization using Temporal Gibbs Models

for Content-Based Video Indexing and Retrieval. IEEE Transactions on Image Processing, 11(4):393-407, 2002. IF 3.1

A3. R. Fablet, P. Bouthemy. Motion recognition using non parametric image motion models estimated from temporal and multiscale cooccurrence statistics. IEEE Trans. on Pattern Analysis and Machine Intelligence, 25(12):1619-1624, 2003. IF 4.4

A4. R. Fablet, N. Le Josse. Automated fish age estimation from otolith images using statistical learning. Fisheries Research, 72(2-3): 279-290, 2005. IF. 1.7

A5. F. Cao, R. Fablet. Automatic morphological detection of otolith nucleus. Pattern Recognition Letters, 27(6): 656-666, 2006. IF 1.2

A6. R. Fablet. Semi-local extraction of ring structures in images of biological hard tissues: application to the Bayesian interpretation of fish otoliths for age and growth estimation. Canadian Journal of Fisheries and Aquatic Science, 63(7): 1414-1428, 2006. IF 2.3

A7. R. Fablet. Statistical learning applied to computer-assisted fish age and growth estimation from otolith images. Fisheries Research, 81:219-228, 2006. IF 1.7

A8. R. Fablet, F. Daverat, H. de Pontual. Unsupervised Bayesian reconstruction of individual life histories from otolith signatures: case study of Sr:Ca transects of eel (Anguilla anguilla) otoliths. Canadian Journal of Fisheries and Aquatic Science. 64:152-165, 2007. IF 2.3

A9. N. Courbin, R. Fablet, C. Mellon, H. de Pontual. Are hake otolith macrostructures randomly deposited? Insights from an unsupervised statistical and quantitative approach applied to Mediterranean hake otoliths. ICES Jal of Marine Science. 64(6): 1191-1201, 2007. IF 1.7

A10. A. Chessel, R. Fablet, F. Cao. Computer vision and otolith : toward a model of the morphogenesis of accretionary processes. European series in applied and industrial mathematics - ESAIM, 2008, 22, pp. 150-154. IF N.A.

A11. I. Karoui, R. Fablet, J.M. Boucher, J.M. Augustin. Segmentation d’images sonar texturées par une approche variationnelle basée région. Traitement du Signal. 25(1-2), 73-85, 2008. IF N.A.

A12. I. Karoui, R. Fablet, J.M. Boucher, J.M. Augustin Similarity measure for the fusion of textural statistics: application to texture recognition and segmentation. Pattern Analysis and Applications, 11(3-4):425-434, 2008. IF 1.1

A13. R. Fablet, S. Pujolle, A. Chessel, A. Benzinou, F. Cao 2D Image-based reconstruction of shape deformation of biological structures using a level-set representation. Comp. Vision and Image Understanding, 111(3):295-306, 2008. IF 2.4

A14. A. Jolivet, J.-F. Bardeau, R. Fablet, Y.-M. Paulet, H. de Pontual. Understanding otolith biomineralization process: new insights on microscale spatial distribution of organic and mineral fractions from Raman micro-spectrometry. Analytical and Bioanalytical Chemistry, 392(3), 551-560, 2008. IF 3.8

A15. I. Karoui, R. Fablet, J.M. Boucher, J.M. Augustin. Seabed segmentation using optimized statistics of sonar textures. IEEE Trans. on Geoscience and Remote Sensing, 47(6):1621 - 1631, 2009. IF 3.5

A16. R. Fablet, A. Chessel,S. Carbini, A. Benzinou, H. de Pontual. Reconstructing individual shape histories of fish otoliths: a new image-based tool for otolith growth analysis and modeling. Fisheries Research, 2009, 96(2-3):148-159. IF 1.7

A17. S. Bourguignon, L. Berger, C. Scalabrin, R. Fablet, V. Mazauric. Methodological developments for improved bottom detection with the ME70 multibeam echosounder. ICES Jal of Marine Science. 66(6):1015-1022, 2009. IF 2.3

A18. R. Fablet, R. Lefort, I. Karoui, L. Berger, J. Massé, C. Scalabrin, J.M. Boucher . Classifying fish schools and estimating their species proportions in fishery-acoustic surveys. ICES Jal of Marine Science. 66(6):1136-1142, 2009. IF 2.3

A19. K. Nasreddine, A. benzinou, R. Fablet. Shape geodesics for the classification of calcified structures: beyond Fourier shape descriptors. Fisheries Research, 98(1-3):8-15, 2009. IF 1.7

A20. J.-M. Fromentin, B. Ernande, R. Fablet, H. de Pontual. Importance and future of individual markers for the ecosystem approach to fisheries. Aquatic living resources, 22(4):395-408, 2009. IF 1.1

A21. V.M. Trenkel, L. Berger, S. Bourguignon, M. Doray, R. Fablet, J. Massé, V. Mazauric, C. Poncelet, G. Quemener, C. Scalabrin, H. Villalobos. Overview of recent progress in fisheries acoustics made by Ifremer with examples from the Bay of Biscay. Aquatic Living Resources, 22(4):433-446.IF 1.1

A22. K. Nasreddine, A. benzinou, R. Fablet. Recalage de signaux et d'images: Application au décryptage d'archives biologiques marines. Traitement du Signal, 26(4), 255-268, 2009 IF N.A.

A23. L. Pecquerie, R. Nisbet, R. Fablet, A. Lorrain, S.A.L.M. Kooijman. The impact of metabolism on stable isotope dynamics: a theoretical framework. Phil. Trans. Roy. Soc. B: Biological Sciences, 365(1557):3455-3468, 2010. IF 6.2

A24. I. Karoui, R. Fablet, J.M. Boucher, J.M. Augustin. Variational region-based segmentation using multiple texture statistics. IEEE Trans. on Image Processing, 30(3):3146-3156, 2011. IF 3.1

A25. K. Nasreddine, A. Benzinou, R. Fablet. Variational Shape Matching For Shape Classification and Retrieval. Pattern Recognition Letters, 31(12):1650-1657, 2010. IF 1.3

A26. F. Daverat, J. Martin, R. Fablet, C. Peycheran. Colonisation tactics of three temperate catadromous species, Eel Anguilla anguilla, mullet Liza ramada and flounder Plathychtys flesus, revealed by Bayesian multielemental otolith microchemistry approach. Ecology of Freshwater Fish. 20:42-51, 2010. IF 1.9

A27. R. Lefort, R. Fablet, J.-M. Boucher. Weakly supervised learning based on proportion labelling. Application to Fisheries acoustic. Pattern Recognition Letters. 31(12): 1650-1657, 2010. IF 1.3

A28. R. Lefort, R. Fablet, J.-M. Boucher. Classification faiblement supervisée : arbre de décision probabiliste et apprentissage iterative. Revue National de Traitement de l'Information, Special issue "Fouille de Données Complexes : données multiples", Vol. E-21, 2011. IF N.A.

A29. A. Jolivet, H. de Pontual1, M. Hervy, Y.-M. Paulet, R. Fablet. Preliminary observations of survival and growth of European hake in captivity. Aquaculture Research, 43(6):949–954, 2012. IF 1.4

A30. Q.-T. Nguyen, R. Fablet, D. Pastor. Protein Interaction Hotspot Identification Using Sequence-based Frequency-derived Features. IEEE Trans. on Biomedical Engineering. To appear. IF 2.3

A31. R. Lefort, R. Fablet, L. Berger, J-M. Boucher. Spatial statistics of objects in 3D sonar image: application to fisheries acoustics IEEE Geoscience and Remote Sensing Letters, 9(1):56-59, 2012. IF 1.8

A32. L. Pecquerie, R. Fablet, P. Petitgas, H. de Pontual, S. Bonhommeau, S.A.L.M. Koijman. Reconstructing individual food and growth histories from biogenic carbonates. Marine Ecology Progress Series. 447:151-164, 2012. IF 2.5

A33. R. Fablet, L. Pecquerie, H. de Pontual, H. Hoie, R. Millner, H. Mosegaard, S.A.L.M Kooijman. Shedding light on fish otolith biomineralization using a bioenergetic approach. PLOS One, 2011, http://dx.plos.org/10.1371/journal.pone.0027055. IF 3.7

A34. D. Grados, R. Fablet, M. Ballón, N. Bez, R. Castillo, A. Lezama, A. Bertrand. Multiscale analysis of the spatial interactions between ecosystem components from acoustic survey data: application of the Northern SCH off Peru. Canadian Journal of Fisheries and Aquatic Science, 69(4): 740-754, 2012. IF 2.3

A35. R. Fablet, P. Gay, S. Paretilla, C. Peña, R. Castillo, A. Bertrand. Bags-of-Features for fish school cluster characterization in pelagic ecosystems: application to the discrimination of juvenile and adult anchovy clusters off Peru. Accepted for publicatin in Canadian Journal of Fisheries and Aquatic Science, 69(8):1329-1339, 2012. IF 2.3

A36. H. de Pontual, A. Jolivet, M. Bertignac, R. Fablet. How does European hake Merluccius merluccius move? In what thermal environment? Insights from a pilot archival tagging experiment. Jal of Fish Biology, 81: 728-734, 2012. IF 1.8

A37. F. Daverat, P. Morais, E. Dias, J. Babaluk, J. Martin, M. Eon, R. Fablet, C. Peycheran, C. Antunes. Plasticity of European flounder life history patterns discloses alternatives to catadromy. Marine Ecology Progress Series, 465:267-280, 2012. IF 2.5

A38. S.O. Ba, R. Fablet, E. Autret, B. Chapron. Statistical descriptors of ocean regimes from the geometric regularity of Sea Surface Temperature observations. IEEE Geoscience and Remote Sensing Letters, 9(5):851-854, 2012. IF 1.8

A39. H.-G. Nguyen, R. Fablet, J.M. Boucher, A. Erhold. Keypoint-based analysis of sonar images: application to seabed recognition, IEEE Trans. on Geoscience and Remote Sensing, 50(4):1171-1184, 2012. IF 3.5

A40. S.O. Ba, T. Corpetti, B. Chapron, R. Fablet. Interpolation varationnelle de séquences multimodales d'images satellitaires de l'océan. Traitement du Signal, 29(3-5):433-440, 2013. IF N.A.

A41. A. Jolivet, J.-F. Bardeau, R. Fablet, Y.-M. Paulet, H. de Pontual. Preparation techniques alter the mineral and organic fractions of fish otoliths: insights using Raman micro-spectrometry Analytical and Bioanalytical Chemistry, 405(14):4787-98, 2013. IF 3.8

A42. A. Jolivet, J.-F. Bardeau, R. Fablet, Y.-M. Paulet, H. de Pontual How do the organic and mineral fractions drive the opacity of fish otoliths? Insights using Raman micro-spectrometry Can. Journal of Fisheries and Aquatic Sciences, 70(5): 711-719, 2013. IF 2.3

A43. B. Saulquin, R. Fablet, A. Mangin, G. Mercier, D. Antoine, O. Fanton d'Andon. Detection of linear trends in multi-sensor time series in presence of auto-correlated noise: application to the chlorophyll-a SeaWiFS and MERIS datasets and extrapolation to the incoming Sentinel 3 - OLCI mission. Journal of Geophysical Research - Oceans, 118(8):3752-3763, DOI: 10.1002/jgrc.20264, 2013. IF 3

A44. B. Boussidi, R. Fablet, E. Autret, B. Chapron. Acroissement stochastique de la résolution spatiale des traceurs géophysiques de l'océan : application aux observations satellitaires de la température de surface de l'océan. Revue Française de Photogrammétrie et Télédétection, 202: 66-78, 2013. IF N.A.

A45. K. Nasreddine, A. Benzinou, R. Fablet. Shape Geodesics-Based Registration For Shape Sequence Images: Applications To Biological And Medical Images. IEEE Trans. on Image Processing, 22(11):4436-4446. IF 3.1

A46. R. Fablet, A. Chaigneau, S. Bertrand. Multiscale geometric deformations along planar curves: application to satellite tracking and ocean observation data. IEEE Trans. on Geoscience and Remote Sensing, to appear. IF 3.5

A47. R. Joo, S. Bertrand, J. Tam, R. Fablet. Hidden Markov models: the best models for forager movements? PLoS One, http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0071246, 2013. IF 3.7

A48. P. Tandeo, B. Chapron, S. Ba, E. Autret, R. Fablet. Segmentation of mesoscale ocean surface dynamics using satellite SST and SSH observations. IEEE Trans. on Geoscience and Remote Sensing. 2014. IF 3.5

A49. P. Tandeo, E. Autret, B. Chapron, R. Fablet. SST spatial anisotropic covariances from METOP-AVHRR data. Remote Sensing of Environment, 141(5):144-148, 2014. IF 5.

A50. B. Saulquin, R. Fablet, G. Mercier, H. Demarcq, O. Fanton d'Andon, A. Mangin. Multi-scale event-based mining in geophysical time series: characterization and distribution of significant time-scales into the Sea Surface Temperature anomalies relatively to ENSO periods from 1985 to 2009. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2015. IF 3.0

A51. B. Saulquin, R. Fablet, P. AIlliot, G. Mercier, D. Doxaran, A. Mangin, O. Fanton d'Andon. Characterization of time-varying regimes in remote sensing time series: application to the forecasting of satellite-derived suspended matter concentrations. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015. IF 23.0

A52. R. Joo, A. Bertrand, M. Bouchon, A. Chaigneau, H. Demarcq, J. Tam, M. Simier, D. Gutierrez, M. Gutierrez, M. Segura, R. Fablet, S. Bertrand. Ecosystem scenarios shape fishermen spatial behavior. The case of the Peruvian anchovy fishery in the Northern Humboldt Current system. Progress in Oceanography, 2014. IF 3

A53. A. Bertrand, D. Grados, F. Colas, S. Bertrand, X. Capet, A. Chaigneau, G. Vargas, A. Mousseigne, R. Fablet. Broad impacts of fine-scale dynamics on seascape structure from zooplankton to seabirds Nature Communications, 5: 5239, 2014. IF 10.7

A54. R. Joo, M. Salcedo, R. Gutierrez, R. Fablet, S. Bertrand. Defining fishing spatial strategies from VMS data: insights from the world’s largest monospecific fishery. Fisheries Research, 2015. IF 1.8

A55. S. Bertrand, R. Fablet, R. Joo. Generalized Pareto for Pattern-Oriented Random Walk Modelling of Organisms’ Movements. PLoS One, doi: 10.1371/journal.pone.0132231, 2015. IF 3.7

A56. B. Saulquin, R. Fablet, L. Bourg, G. Mercier, O. Fanton d'Andon, A. Mangin.MEETC2: Ocean Color Atmospheric corrections in coastal complex waters using a Bayesian latent class model and potential for the incoming Sentinel 3 - OLCI mission. Remote Sensing of the Environment, 2015. IF 6.4

A57. M. Woillez, R. Fablet, T.-T. Ngo, M. Lalire, P. Lazure, H. de Pontual. A HMM-based model to geolocate pelagic fish from high-resolution individual temperature and depth histories: European sea bass as a case study. Ecological Modelling. 2016. IF 2.3

A58. L. He-Guelton, R. Fablet, B. Chapron, J. Tournadre. Learning-based Emulation of Sea Surface Wind Fields from Numerical Model Outputs and SAR Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2016. IF 3.0

A59. D. Grados, A. Bertrand, F. Colas, V. Echevin, A. Chaigneau, D. Gutiérrez, G. Vargas, R. Fablet. Spatial and seasonal patterns of fine-scale to mesoscale upper ocean dynamics in the Northern Humboldt Current system. Progess in Oceanography. 2016. IF 3.0

A60. R. Fablet, F. Rousseau. Joint interpolation of multi-sensor sea surface geophysical fields using non-local and statistical priors. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2016. IF 3.0

A61. C. Le Goff, R. Fablet, E. Autret, P. Tandeo B. Chapron. Spatio-temporal decomposition of satellite-derived SST-SSH fields: links between surface data and ocean interior dynamics in the Agulhas region. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016. IF 3.0

A62. B. Gunadharma Gautama, G. Mercier, N. Longépé, R. Fablet. Assimilative 2D Lagrangian Transport Model for the Estimation of Oil Leakage Parameters from SAR Images: Application to Montara Oil Spill. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016. IF 3.0

A63. G. Maze, H. Mercier, R. Fablet, P. Lenca, M. Lopez-Radcenco, P. Tandeo, C. Le Goff, C. Feucher. Ocean heat content structure revealed by un-supervised classification of hydrographic profiles. Progess in Oceanography. 2017. IF 3.0

A64. X. Wuang, P. Tandeo, R. Fablet, G. Chen. Valdiation and Parameter Sensitivity Tests for Reconstructing Swell Field Based on an Ensemble Kalman Filter. Sensors 16(12):2000, 2016.

A65. M. Marzuki, P. Gaspar, R. Garello, V. Kerbaol, R. Fablet. Fishing Gear Identification from VMS-based Fishing Vessel Trajectories. IEEE Journal of Oceanic Engineering, 2017.

A66. R. Fablet, J. Verron, B. Mourre, B. Chapron, A. Pascual. Improving mesoscale altimetric data from a multi-tracer convolutional processing of standard satellite-derived products. IEEE Trans. on Geoscience and Remote Sensing, 2017. IF 5

A67. R. Lguensat, P. Tandeo, P. Aillot, R. Fablet. The Analog Data Assimilation. Monthly Weather Review, 2017. IF XX.

A68. R. Fablet, P. Viet, R. Lguensat. Data-driven Methods for Spatio-Temporal Interpolation of Sea Surface Temperature Images. IEEE Trans. on Computational Imaging, 2017.

A69. K. Heerah, M. Woillez, R. Fablet, F. Garren, S. Martin, H. de Pontual. Coupling spectral analysis and hidden Markov models for the segmentation of behavioural patterns. Movement Ecology, 2017.

A70. N. Longépé, G. Hajduch, R. Ardianto, R. de Joux, B. Nhunfat, M.I. Marzuki, R. Fablet, I. Hermawan, O. Germain, B. A. Subki, R. Farhan, E. D. Muttaqin, P. Gaspar. Completing fishing monitoring with spaceborne Vessel Detection System (VDS) and Automatic Identification System (AIS) to assess illegal fishing in Indonesia. Marine Pollution Bulletin, minor revision.

A71. R. Lguensat, P. Viet, M. Sun, G. Chen, F. Tenglin, B. Chapron, R. Fablet. Data-driven Interpolation of Sea Level Anomalies using Analog Data Assimilation. Submitted.

A72. B. Boussidi, B. Chapron, R. Fablet. Removing striping noise from cloudy Level-2 Sea Surface Temperature datasets. Submitted.

A73. B. Boussidi, B. Chapron, R. Fablet. SST-derived geometrical characterization of ocean surface dynamics using Schramm-Loewner Evolution. Submitted.

A74. B. Boussidi, B. Chapron, R. Fablet. Superresolution of low-resolution satellite SST images using phase-constrained and cascaded multivariate Gaussian models. Submitted.

A75. R. Fablet, P. Viet, R. Lguensat, P.-H. Horrein, B. Chapron. Spatio-temporal interpolation of cloudy SST fields using conditional Analog Data Assimilation. In prep.

A76. C.-H. Pham, R. Fablet, F. Rousseau. Multi-scale super-resolution for brain MRI using very deep residual 3D convolutional networks. In prep.

Proceeding of peer-reviewed international conference

C1. R. Fablet et P. Bouthemy – Motion characterization from temporal cooccurrences of local motion-based measures for video indexing. - 13th IAPR Int. Conf. on Pattern Recognition, ICPR'98, August 1998, Brisbane.

C2. R. Fablet, P. Rostaing et C. Collet - Motion segmentation and cloud tracking on noisy infrared image sequences. - SPIE Conf. on Visual Communications and Image Processing, VCIP'99, January 1999, San Jose.

C3. R. Fablet et P. Bouthemy – Motion-based feature extraction and ascendant hierarchical classification for video indexing and retrieval. -4th Int. Conf. on Visual Information Systems, VISUAL'99, LNCS Vol. 1614, June 1999, Amsterdam.

C4. R. Fablet, P. Bouthemy et M. Gelgon - Moving object detection in color image sequences using region-level graph labeling. - 6th Int. Conf. on Image Processing, ICIP’99, October 1999, Kobe.

C5. R. Fablet, P. Bouthemy et P. Pérez –Statistical motion-based video indexing and retrieval. - 6ème conf. int. Sur la Recherche d’Information Assistée par Ordinateur, RIAO'2000, April 2000, Paris.

C6. R. Fablet et P. Bouthemy – Statistical motion-based object indexing using optic flow fields. - 5th IAPR Int. Conf. on Pattern Recognition, ICPR'2000, September 2000, Barcelona.

C7. R. Fablet et P. Bouthemy – Statistical motion-based retrieval with partial query. -4th Int. Conf. On Visual Information Systems, VISUAL'2000, LNCS Vol. 1929, November 2000, Lyon.

C8. A. Benzougar, P. Bouthemy et R. Fablet. -MRF-based moving object detection from MPEG coded video. IEEE Int. Conf. on Image Processing, 8th ICIP'2001, October 2001, Thessalonique.

C9. R. Fablet et P. Bouthemy – Motion recognition using spatio-temporal Random Walks in Sequence of 2D Motion-Related Measurements. - 8th IEEE Int. Conf. on Image Processing, ICIP'2001, octobre 2001, Thessalonique.

C10. R. Fablet et P. Bouthemy - Non parametric motion recognition using temporal multiscale Gibbs models - IEEE Conf. Computer Vision and Pattern Recognition, CVPR’2001, December 2001, Hawaii.

C11. R. Fablet, M. Black Automatic detection and tracking of human motion with a view-based representation. LNCS 2350, 476-491, Proc. Eur. Conf. on Computer Vision, ECCV'2002, Copenhaguen, May 2002.

C12. R. Fablet, P. Bouthemy Segmentation of regions of interest in images from non-parametric statistical modelling of motion activity. Proc. of 9th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU'2002, Annecy, July 2002.

C13. R. Fablet, A. Benzinou, C. Doncarli. Robust time-frequency model estimation in otolith images for fish age and growth analysis. Proc. of 10th IEEE Int. Conf. on Image Processing, ICIP'2003, vol.3, pp593-596, Barcelona, September 2003.

C14. F. Rousseau, R. Fablet, C. Barillot. Robust Statistical Registration of 3D Ultrasound Images Using Texture Information. Proc. of 10th IEEE Int. Conf. on Image Processing, ICIP'2003, vol.1, pp581-584, Barcelona, September 2003.

C15. F. Cao, P. Bouthemy, R. Fablet. Automatic morphological detection of otolith nucleus. 17th Int. Conf. on Pattern Recognition, ICPR'2004, vol.4, pp606-609, Cambridge, UK, August 2004.

C16. R. Fablet, N. Le Josse, A. Benzinou. Automatic fish ageing from otolith images using statistical learning. Proc. of 17th IAPR Int. Conf. on Pattern Recognition, ICPR'2004, vol.3, pp503-506, Cambridge, UK, August 2004.

C17. I. Keraoui, J.-M. Boucher, R. Fablet, J.-M. Augustin. Multiscale segmentation of textured sonar images using cooccurrence statistics. Proc. of 11th IEEE Int. Conf. on Image Processing, ICIP'2004, vol.3, pp1691-1694, Singapore, October 2004.

C18. I. Karoui, J.-M. Boucher, R. Fablet, J.-M. Augustin. Segmentation multi-échelle d’images sonar. 2nd Int. Symp. on Image and Video Communications over fixed and mobile networks, ISIVC’2004, July, Brest, France, 2006.

C19. R. Fablet, J.-M. Augustin, A. Isar. Speckle denoising using a variational multi-wavelet approach. IEEE Conf. Oceans 2005, vol.1, pp539-544, Brest, June 2005.

C20. I. Keraoui, J.M. Boucher, R. Fablet, J.-M. Augustin. Statistical discrimination of seabed textures in sonar images using cooccurrence statistics. IEEE Conf. Oceans 2005, vol.1, pp605-610, Brest, June 2005.

C21. R. Fablet. Extraction and interpretation of ring structures in images of biological hard tissues: application to fish age and growth estimation. Proc. of 12th IEEE Int. Conf. on Image Processing, ICIP'2005, vol.3, pp830-833, Genoa, September 2005.

C22. R. Fablet, J.-M. Augustin and A. Isar. Multi-wavelet variational image denoising. Proc. of 12th IEEE Int. Conf. on Image Processing, ICIP'2005, vol.3, pp305-308, Genoa, September 2005.

C23. R. Fablet, J.-M. Augustin. Unsupervised calibrated sonar imaging for seabed observation using hidden Markov Random fields. Proc. of IEEE Int. Conf. on Acoustics, Speech and Signal Processing, ICASSP'2006, vol.2, pp817-820, Toulouse, May 2006.

C24. I. Karoui, R. Fablet, J.-M. Boucher, J.-M. Augustin. Region-based image segmentation using texture statistics and level-set methods. Proc. of IEEE Int. Conf. on Acoustics, Speech and Signal Processing, ICASSP'2006, vol.1, pp693-696, Toulouse, May 2006.

C25. I. Karoui, R. Fablet, J.-M. Boucher, J.-M. Augustin. Region-based and incidence angle dependent segmentation of seabed sonar images using a level-set approach combined to local texture statistics. IEEE Ocean Confe., OCEAN’06, Singapore, May 2006. [2ème prix du meilleur papier d’étudiant de la conférence OCEAN’06]

C26. I. Karoui, R. Fablet, J.-M. Boucher, J.-M. Augustin. Separability-Based Kullback Divergence Weighting and Filter Selection for Texture Classification and Segmentation. 18th IAPR Int. Conf. on Pattern Recognition, ICPR'2006, Hong-Kong, August 2006.

C27. A. Chessel, R. Fablet, F. Cao and C. Kervrann. Orientation Interpolation and Applications. Proc of 13th IEEE Int. Conf. on Image Processing, ICIP'2006, Atlanta, October 2006.

C28. R. Fablet, S. Pujolle, A. Chessel, A. Benzinou, F. Cao. Variational level-set reconstruction of accretionary morphogenesis from images. Proc. of 13th IEEE Int. Conf. on Image Processing, ICIP'2006, Atlanta, October 2006.

C29. A. Chessel, F. Cao, R. Fablet. Interpolation of orientation: an axiomatic approach. LNCS 3954, 241-254, Proc. European Conference on Computer Vision, ECCV06, Graz, May 2006.

C30. I. Karoui, R. Fablet, J.-M. Boucher, J.-M. Augustin. Segmentation de textures par une approche combinée contours actifs basés région et distributions de co-occurrence. 3rd Int. Symp. on Image and Video Communications over fixed and mobile networks, ISIVC’2006, September, Hammamet, Tunisia, 2006

C31. I. Karoui, R. Fablet, J.-M. Boucher, J.-M. Augustin. Unsupervised region-based image segmentation using texture statistics and level-set methods. IEEE Int. Symp. on Intelligent Signal Processing, WISP’2007, Madrid, October 2007.

C32. A. Chessel, R. Fablet, C. Kervrann, F. Cao. Otolith image by computer vision: extraction growth rings and recovering shape evolution of accretionary structures. Int. Conf. on Bio-Inspired Signal Processing Systems, Biosignal 2008, January 2008.

C33. K. Nasrredine, A. Benzinou, R. Fablet. Non-rigid registration of fish otolith images. 8th IASTED Int. Conf. on Visualization, Imaging and Image Processing, VIIP'2008, Mallorca, September 2008.

C34. K. Nasrredine, A. Benzinou, R. Fablet. Non-Rigid Registration Of Shape Sequence Images: Applications To Biological And Medical Images. 9th Int. Conf. on Signal Processing, ICSP'08, Beijing, October 2008.

C35. I. Karoui, R. Fablet, J.-M. Boucher. Fast marching and acoustic descriptors based method for fish proportion interpolation. IEEE Conf. OCEANS'2008, Quebec, September 2008.

C36. R. Lefort, R. Fablet, J.-M. Boucher, L. Berger, S. Bourguignon. Automatic fish school classification for acoustic sensing of marine ecosystem. IEEE Conf. OCEANS'2008, Quebec, September 2008.

C37. R. Fablet, R. Lefort, C. Scalabrin, J. Massé, J.-M. Boucher. Weakly Supervised Learning Using Proportion-Based Information: An Application to Fisheries Acoustics. Int. Conf. on Pattern Recognition, ICPR'2008, Tampa, FL, December 2008.

C38. R. Lefort, R. Fablet, J.-M. Boucher. Combining image-level and object-level inference for weakly supervised object recognition. Application to fisheries acoustics. Proc. 16th Int. Conf. on Image Processing, ICIP'2009, Cairo, Egypt, November 2009.

C39. R. Lefort, R. Fablet, J-M. Boucher. Weakly supervised classification with bagging in fisheries acoustics. IEEE International symposium on Intelligent Signal Processing, WISP'2009, Budapest, Hungary, Aug. 2009.

C40. K. Nasrredine, A. Benzinou, R. Fablet. Shape Geodesics For Boundary-Based Object Recognition and Retrieval. Proc. 16th Int. Conf. on Image Processing, ICIP'2009, Cairo, Egypt, November 2009.

C41. Z. Bouhroum, T. Chonavel, R. Fablet. Target tracking in the time-frequency domain for a driving aid application. 9th Int. Conf. on Intelligent Transport Systems Telecommunication, ITST'2009, Lille, France, October 2009.

C42. H.-G. Nguyen, R. Fablet, J.-M. Boucher. Invariant descriptors of sonar textures from spatial statistics of local features. Proc. 35th Int. Conf. on Acoustics, Speech and Signal Processing, ICASSP'2010, Dallas, March 2010.

C43. R. Lefort, R. Fablet, J.-M. Boucher. Weakly supervised learning with decision trees applied to fisheries acoustics. Proc. 35th Int. Conf. on Acoustics, Speech and Signal Processing, ICASSP'2010, Dallas, March 2010.

C44. S. Ba, T. Corpetti, B. Chapron, R. Fablet. Variational data assimilation for missing data interpolation in SST images. IEEE Int. Geoscience and Remote Sensing Symp., IGARSS’2010, July 2010.

C45. S. Ba, R. Fablet, D. Pastor, B. Chapron. Descriptors for sea surface temperature front regularity characterization. IEEE Int. Geoscience and Remote Sensing Symp., IGARSS’2010, July 2010.

C46. S. Ba, R. Fablet. Variational front tracking in Sea Surface Temperature images. Proc. 16th Int. Conf. on Image Processing, ICIP'2010, Hong-Kong, Sept. 2010.

C47. H.-G. Nguyen, R. Fablet, J.M. Boucher. Spatial statistics of visual keypoints for texture recognition. Proc. Eur. Conf. on Computer Vision, ECCV’2010, Heraklion, Sept. 2010.

C48. R. Lefort, R. Fablet, J.M. Boucher. Weakly supervised classification of objects in images using soft random forests. Proc. Eur. Conf. on Computer Vision, ECCV’2010, Heraklion, Sept. 2010.

C49. H.-G. Nguyen, R. Fablet, J.M. Boucher. Visual textures as realizations of multivariate log-Gaussian Cox processes, IEEE Conf. on Computer Vision and Pattern recognition, CVPR'2011, Colorado Springs, June 2011.

C50. H.-G. Nguyen, R. Fablet, J.M. Boucher. log-Gaussian Cox processes of visual keypoints for sonar texture recognition. Proc. 36th Int. Conf. on Acoustics, Speech and Signal Processing, ICASSP'2011, Prague, March 2011.

C51. S. Ba, R. Fablet. Multi-resolution missing data interpolation in SST image series. Proc. 18th IEEE Int. Conf. on Image Processing, ICIP'2011, Brussels, Belgium, September 2011.

C52. H.-G. Nguyen, R. Fablet, J.M. Boucher. Multivariate log-Gaussian Cox models of elementary shapes for recognizing natural scene categories. Proc. 18th IEEE Int. Conf. on Image Processing, ICIP'2011, Brussels, Belgium, September 2011.

C53. S. Ba, B. Chapron, R. Fablet. Multi-resolution data assiminatilion for missing data interpolation in geophysical sequences IEEE Int. Geoscience and Remote Sensing Symp., IGARSS'2012, Munich, July 2012.

C54. R. Fablet, B. Boussidi, E. Autret, B. Chapron. Random walk models for geometry-driven image super-resolution. Proc. 38th Int. Conf. on Acoustics, Speech and Signal Processing, ICASSP'2013, Vancouver, May 2013.

C55. B. Saulquin, R. Fablet, A. Mangin, G. Mercier, D. Antoine, O. Fanton d'Andon. Detection of linear trends in multi-sensor time series in presence of auto- correlated noise: application to the chlorophyll-a SeaWiFS and MERIS datasets and extrapolation to the incoming Sentinel 3 - OLCI mission. Int. Ocean Colour Science Meeting 2013, Darmstadt, May 2013.

C56. P. Tandeo, R. Fablet, R. Garello. Spatio-temporal segmentation of mesoscale ocean surface dynamics using satellite data. IEEE Conf. OCEANS'2013, Bergen, June 2013.

C57. Bertrand A., Ballón M., Castillo R., Chaigneau A., Fablet R., Grados D., Gutiérrez M., Habasque J., Josse E., Quiroz Z., Roudaut G., Brehmer, P., Vargas G. 2012. Routine acoustic data as new tools for a 3D vision of the abiotic and biotic components of marine ecosystem and their interactions. IEEE/OES Acoustics in Underwater Geosciences Symposium, Rio de Janeiro, Brasil, 24 26 July 2013.

C58. P. Tandeo, B. Chapron, S. Ba, E. Autret, R. Fablet. Spatio-temporal segmentation and estimation of ocean surface currents from satellite sea surface temperature fields. Proc. 18th IEEE Int. Conf. on Image Processing, ICIP'2013, Melbourne, Australia, September 2013.

C59. P. Tandeo, B. Chapron, R. Husson, F. Collard, P. Fabry, R. Fablet, R. Garello. Interpolated swell fields from SAR measurements. IEEE Conf. OCEANS'13, San Diego, September 2013.

C60. P. Tandeo, R. Fablet, P. Ailliot. Ocean surface current retrieval using a non homogeneous Markov-switching multi-regime model. Proc. 18th IEEE Int. Conf. on Image Processing, ICIP'2014, Paris, September 2014.

C61. L. He-Guelton, B. Chapron, J. Tournade, R. Fablet. Statistical emulation of high resolution SAR wind fields from low-resolution model predictions. IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2014, Quebec, July 2014.

C62. P. Tandeo, R. Fablet, P. Ailliot. Hidden surface dynamical mode and SSH retrieval from a joint analysis of altimetry and microwave SST. IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2014, Quebec, July 2014.

C63. B. Boussidi, R. Fablet, B. Chapron, E. Autret. Stochastic super-resolution of satellite-based sea surface temperature using conditional SPDE models. IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2014, Quebec, July 2014.

C64. R. Lguensat, P. Tandeo, R. Fablet, R. Garello, Spatio-temporal interpolation of Sea Surface Temperature using high resolution remote sensing data, IEEE OCEANS'2014, Saint-John, Newfoudnland.

C65. P. Tandeo, P. Ailliot, R. Fablet, J. Ruiz, F. Rousseau, B. Chapron. The analog ensemble Kalman filter and smoother. 4th International Workshop on Climate Informatics, Boulder, October 2014.

C66. M. Marzuki, P. Gaspar, V. Kerbaol, R. Garello, R. Fablet. Fishing Gear Recognition from VMS data to Identify Illegal Fishing Activities in Indonesia. IEEE OCEANS’2015, Genova.

C67. R. Fablet, F. Rousseau. Non-local super-resolution of missing data in multi-sensor observations of sea surface geophysical fields. IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2015, Milano, July 2015.

C68. B. Saulquin, R. Fablet, G. Mercier. Ocean Color Atmospheric corrections in coastal complex waters using a Bayesian latent class model and potential for the incoming Sentinel 3 - OLCI mission. IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2015, Milano, July 2015.

C69. C. Le Goff, R. Fablet, P. Tandeo, B. Chapron. Spatial decomposition of SST-SSH relationships in relation to the identification of SQG-like upper ocean dynamics from space. IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2015, Milano, July 2015.

C70. B. Saulquin, R. Fablet, G. Mercier. Non-homogeneous priors in a Bayesian latent class model for ocean color inversion. Proc. 19th IEEE Int. Conf. on Image Processing, ICIP'2015, Quebec, September 2015.

C71. P. Tandeo, P. Ailliot, B. Chapron, R. Lguensat, The analog data assimilation: application to 20 years of altimetric data. 5th International Workshop on Climate Informatics, Boulder, September 2015 R. Fablet. The analog data assimilation: application to 20 years of altimetric data.

C72. R. Fablet, F. Rousseau. Missing data super-resolution using non-local and statistical priors. Proc. 19th IEEE Int. Conf. on Image Processing, ICIP'2014, Quebec, September 2015.

C73. R. Lguensat, P. Tandeo, P. Aillot, R. Fablet. Non-parametric dynamic texture interpolation using analog Ensemble Kalman methods. Proc. 19th IEEE Int. Conf. on Image Processing, ICIP'2015, Quebec, September 2015.

C74. M. López-Radcenco, A. Aïssa-El-Bey, P. Ailliot, P. Tandéo, R. Fablet. Non-negative decomposition of linear relationships: application to multi-source ocean remote sensing data. Proc. 41st Int. Conf. on Acoustics, Speech and Signal Processing, ICASSP'2016, Shanghai, China.

C75. M. El Gheche, J.-F. Aujol, Y. Berthoumieu, C.-A. Deledalle and R. Fablet. Texture synthesis guided by a low-resolution image. IEEE workshop on Image Video and Multidimensional Signal Processing, IVMSP’2016, Bordeaux, July 2016

C76. R. Lguensat, R. Fablet, P. Ailliot, P. Tandeo. An exemplar-based HMM framework for nonlinear state-space models. 24th European Signal Processing Conference, Eusipco’2016, Budapest, September 2016.

C77. L. Tobias, A. Ducoureau, F. Rousseau, G. Mercier R. Fablet. Convolutional Neural Networks for Object Recognition on Mobile Devices: a Case Study. 23rd Int. Conf. on Pattern Recognition, ICPR’2016, Cancun, December 2016.

C78. A. Ducoureau, R. Fablet. Deep Learning for Ocean Remote Sensing: An Application of Convolutional Neural Networks for Super-Resolution on Satellite-Derived SST Data. 9th workshop on Pattern Recognition and Remote Sesning, Cancun, December 2016.

C79. M. López-Radcenco, A. Aïssa-El-Bey, P. Ailliot, R. Fablet. Non-negative decomposition of geophysical dynamics. 25th Eur. Symp. on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN’17, Bruges, March 2017.

C80. C.-H. Pham, A. Ducournau, R. Fablet, F. Rousseau Brain MRI super-resolution using deep 3D convolutional networks. International Symposium on Biomedical Imaging, ISBI'17, Melbourne, April 2017.

C81. R. Fablet, M. Lopez-Radcenco, J. Verron, B. Chapron, B. Mourre, A. Pascual. Learning multi-tracer convolutional models for the reconstruction of high-resolution SSH. IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2015, Fort Knox, July 2017.

C82. R. Lguensat, M. Sun, F. Tian, G. Chen, R. Fablet. Spatio-temporal interpolation of altimeter-derived SSH fields using analog data assimilation: a case-study in the South China Sea. IEEE Int. Geoscience and Remote Sensing Symposium, IGARSS'2015, Fort Knox, July 2017.

C83. R. Fablet, P. Viet, R. Lguensat, B. Chapron. Data-driven assimilation of irregularly-sampled image time series. IEEE Conf. on Image Processing, ICIP’2017, Beijing, Sept. 2017.

C84. M. López-Radcenco, A. Aïssa-El-Bey, P. Ailliot, R. Fablet. Locally-adapted convolution-based super-resolution of irregularly-sampled ocean remote sensing data. IEEE Conf. on Image Processing, ICIP’2017, Beijing, Sept. 2017.

C85. R. Fablet et al. Next step for Big Data Infrastructure and Analytics for the Surveillance of the Maritime Traffic from AIS & Sentinel Satellite Data Streams. Big Data from Space Conference, BiDS’17, Toulouse, Nov. 2017.

C86. R. Fablet, P. Viet, R. Lguensat, B. Chapron. Exploiting ocean observation and simulation big data to improve satellite-derived geophysical products: Analog strategies. Big Data from Space Conference, BiDS’17, Toulouse, Nov. 2017.

Communications in International Conferences

C87. R. Fablet. Combining the extraction of partial 2D rings within otolith images and statistical growth modeling for the Bayesian estimation of fish age and growth. 3rd international symposium on fish otolith research and application, Townsville, Australia, July 2004.

C88. R. Fablet, G. Foucault, F. Germain, H. Troadec. Automatic multiple acquisition of otolith images for routine aging 3rd international symposium on fish otolith research and application, Townsville, Australia, July 2004.

C89. R. Fablet, N. Le Josse. Statistical learning applied to fish age and growth analysis. 3rd international symposium on fish otolith research and application, Townsville, Australia, July 2004. [prix de la meilleure communication du symposium en traitement d’image]

C90. R. Fablet, F. Daverat, H. de Pontual. How to Decode Individual Fish Movements Archived by Fish Otoliths? A Bayesian Perspective. 1st Int. Sclerochronology Conf., San-Petersburg, FL, July 2007.

C91. A. Jolivet, J.-F. Bardeau, H. de Pontual, R. Fablet. Characterization and Quantification of Organic and Mineral Contents of Fish Otoliths using Micro-Raman Spectrometry: Application to European Hake. 1st Int. Sclerochronology Conf., San-Petersburg, FL, July 2007.

C92. H. de Pontual, A. Jolivet, R. Fablet, M. Bertignac, Diel rhythm in diving behaviour of European hake and associated thermal changes revealed by archival tagging. 2nd Int. Symp. on tagging and tracking marine fish with electronic devices, San Sebastian, Spain, October 2007.

C93. R. Fablet, R. Lefort, P. Cauchy, C. Scalabrin, J. Massé, J.-M. Boucher. Probabilistic models for inferring species mixture from acoustic data in multi-specific environment. ICES Symp. on Ecosystem Approach with Fisheries Acoustics and Complementary technologies, SEAFACTS, June 2008.

C94. L. Pecquerie, R. Fablet, A. Lorrain, E. Dufour, R. Nisbet, S.A.L.M. Kooijman. Modeling δ13C dynamics in soft tissues and calcified structures of aquatic organisms in the context of the Dynamic Energy Budget (DEB) theory. 6th Int. Conf. On Applications of Stable Isotope Techniques to Ecological Studies, IcoEcol VI, Honolulu, Hawaii, USA, August 2008..

C95. R. Fablet, L. Pecquerie, H. Hoie, A. Jolivet, R. Millner, H. Mosegaard, S.A.L.M. Kooijman, H. de Pontual. A DEB-based framework for analyzing individual life traits recorded by fish otoliths. DEB. International Symposium, Brest, April 2009.

C96. A. Jolivet, J.F. Bardeau, R. Fablet, H. de Pontual,. Understanding otolith biomineralization process: new insights on spatial distribution of organic and mineral fractions from Raman micro-spectrometry. International Otolith Symposium, Monterrey, Aug. 2009.

C97. R. Fablet, L. Pecquerie, H. Hoie, A. Jolivet, R. Millner, H. Mosegaard, S.A.L.M. Kooijman, H. de Pontual. Can we model otolith growth and opacity patterns as a response to environmental factors and fish metabolism? A DEB-based framework. International Otolith Symposium, Monterrey, Aug. 2009.

C98. L. Pecquerie, R. Fablet, A. Lorrain, E. Dufour, S.A.L.M. Kooijman. Dynamics of d13C isotope ratio in fish otoliths and bivalve shells in the context of the Dynamic Energy Budget (DEB) Theory..International Otolith Symposium, Monterrey, Aug. 2009.

C99. A. Lorrain, C. Poulain, L. Pecquerie, R. Fablet, Y.-M. Paulet, L. Chauvaud, D. Gillikin. Deepening our understanding of the delat-13C black box in biogenic carbonates through a comparative analysis of bivalve shells and otoliths. 2009 Portland GSA Annual Meeting Portland, Oregon, October 2009.

C100. A. Bertrand, M. Ballón, A. Chaigneau, R. Fablet, M. Graco, D. Grados, F. Monetti, A. Paulmier. Towards new tools for OMZs and hypoxia detection (acoustical approach). Eur-Ocean conference on ocean desoxygenation. Toulouse, France October 24-26, 2011.

C101. E. Autret, S. Ba, R. Fablet, B. Chapron. Characterization of ocean dynamics from SSH and SST Ifremer-ESA Globcurrent workshop, Brest, march 2012.

C102. S. Ba, R. Fablet, T. Corpetti, B. Chapron. Reconstruction of velocities and SST with the variational method. Ifremer-ESA Globcurrent workshop, Brest, march 2012.

C103. R. Fablet, A. Chaigneau, S. Bertrand. How to reveal the multiscale patterns exhibited by animal trajectories? Int. Statistical Ecology Conference, ISEC'2012, Krokkleiva, Norway, July 2012

C104. S. Bertrand, R. Joo, R. Fablet. Do foragers move Lévy or not? Let Generalized Pareto decide. Int. Statistical Ecology Conference, ISEC'2012, Krokkleiva, Norway, July 2012.

C105. R. Joo, S. Bertrand, R. Fablet. Modeling behavioral modes in foraging movement. Int. Statistical Ecology Conference, ISEC'2012, Krokkleiva, Norway, July 2012.

C106. S. Ba, B. Chapron, R. Fablet. Multi-resolution data assiminatilion for missing data interpolation in geophysical sequences. Int. Geoscience and Remote Sensing Symp., IGARSS'2012, Munich, July 2012.

C107. Bertrand A., Grados D., Colas F., Chaigneau A., Castillo R., Fablet R. 2013. Acoustics show how high frequency physical features structure the oceanscape and shape the distribution of zooplankton and fish. ICES - Fisheries Acoustic Science and Technology Working Group. San Sebastian, Spain, April 2013.

C108. B. Saulquin, R. Fablet, A. Mangin, G. Mercier, D. Antoine, O. Fanton d'Andon. Detection of linear trends in multi-sensor time series in presence of auto- correlated noise: application to the chlorophyll-a SeaWiFS and MERIS datasets and extrapolation to the incoming Sentinel 3 - OLCI mission. Int. Ocean Colour Science Meeting 2013, Darmstadt, May 2013.

C109. H. de Pontual, T.-T. Ngo, M. Lalire, P. Lazure, F. Garren, M. Drogou, M. Woillez, R. Fablet. Understanding the spatial dynamics of European sea bass: new insights on seasonal migration patterns from electronic tagging off the coast of west Brittany. ICES Annual Conf. Reykjavik, septembre 2013 (oral).

C110. P. Tandeo, M. Saraceno, J. Juiz, R. Fablet. A synergy study between microwave SST sensors and altimeters to retrieve surface geostrophic currents. 40th COSPAR Scientific Assembly, Moscow, August 2014 (oral).

C111. R. Joo, S. Bertrand, R. Fablet. Supervised vs. non-supervised hidden semi-Markov modeling for inferring behavioral modes from movement paths. Int. Statistical Ecology Conf., ISEC'2014, Montpelleir, July, 2014 (oral).

C112. S. Mahévas, N. Bez, S. Bertrand, M. Capello, M. Delattre, H. de Pontual, A.C. Dragon, H. Drouineau, M.-P. Etienne, R. Fablet, J.M. Fromentin, P. Gloaguen, R. Joo, M. Marzuki, A. Maufroy, P. Monestiez, D. Nerini, E. Rivot, A. Thiebault, Y. Vermard, E. Walker, M. Woillez. Validation data: keystone to move state-space

models for movements to operational models for fisheries and marine ecology. Int. Statistical Ecology Conf., ISEC'2014, Montpellier, July 2014 (oral).

C113. S.Bertrand, G.Passuni, R.Fablet, A.Chaigneau, A.Bertrand, Y.Tremblay, H.Demarcq, K.Delord. Seabirds foraging within random forests. Int. Statistical Ecology Conf., ISEC'2014, Montpellier, July 2014 (poster).

C114. M. Woillez, R. Fablet, T.T Ngo, M. Lalire, P. Lazure, F. Garren, H. de Pontual. A HMM-based model to geolocate pelagic fish from high-resolution individual temperature and depth histories: European sea bass as a case study. 5th Bio-logging Scientific Symposium, BLS5, Strasbourg, September 2014 (poster).

C115. D. Grados, A. Bertrand, F. Colas, S. Bertrand, X. Capet, A. Chaigneau, G. Vargas, A. Mousseigne, R. Fablet. Fine-scale dynamics shape the seascape from zooplankton to seabirds. ICES Annual Science Conference, La Coruña, Spain, September 2014 (oral).

C116. L. Pecquerie, S. Garrido, S. Ferreira, A.M. Santos, P. Ré, C. Nunes, G. Marques, T. Sousa, R. Fablet, H. de Pontual. Less-than-daily growth increment formation in fish larvae otoliths: Exploring mechanisms with a bioenergetic modelling approach applied to Atlanto-Iberian sardine (Sardina pilchardus). 5th Int. Otolith Symposium, Mallorca, October 2014 (oral).

C117. C. Le Goff, B. Chapron, P. Tandeo, R. Fablet. Mutual information between SSH and SST fields. EGU Symposium, Vienna, April 2015.

C118. P. Tandeo, P. Ailliot, B. Chapron, R. Fablet. Nonparametric and data-driven data assimilation for the reconstruction of complex geophysical dynamics. EGU Symposium, Vienna, April 2015.

C119. B. Saulquin, R. Fablet, L. Bourg, G. Mercier. MEETC2: Ocean Color Atmospheric corrections in coastal complex waters using a Bayesian latent class model and potential for the incoming Sentinel 3 - OLCI mission. ESA Living Planet Symposium, Prague, May 2016.

C120. B. Gunadharma, R. Fablet, G. Mercier, N. Longépé. Lagrangian-based backtracking of oil spill dynamics from SAR images : application to Montara case. ESA Living Planet Symposium, Prague, May 2016.

C121. C. González-Haro, E. Autret, J. Isern-Fontanet, P. Tandeo, C. Le Goff, R. Fablet, R. Garello. Synergy of Sentinels-3 sensors: On the transfer function between infrared SST and along-track altimeter observations. ESA Living Planet Symposium, Prague, May 2016.

C122. R. Fablet, J. Verron, B. Chapron, A. Pascual. Synergies between along-track altimeter data and sea surface tracer fields using convolutional models: application to the reconstruction of mesoscale sea surface currents. A Connected Ocean, Brest, October 2016.

C123. A. Ducournau, R. Fablet. Is deep learning relevant for ocean remote sensing data? A case study on satellite-derived SST data. A Connected Ocean, Brest, October 2016.

C124. L. Gomez et al. Seabird drift as a proxy to estimate surface currents in the western Mediterranean? Eur. Geoscience Union General Assembly, EGU’17, Vienna, 2017.

C125. R. Lguensat, P. Tandeo, P. Ailliot, R. Fablet. Toward data-driven methods in geophysics: the Analog Data Assimilation. Eur. Geoscience Union General Assembly, EGU’17, Vienna, 2017.

C126. L. Gomez Investigating SWOT’s capabilities to detect meso and submesoscale eddies in the western Mediterranean. Eur. Geoscience Union General Assembly, EGU’17, Vienna, 2017.

C127. R. Fablet, P. Viet, P. Ailliot, B. Chapron, R. Lguensat, P. Tandeo. Analog assimilation for high-dimensional geophysical dynamics. Workshop on Data Science and Environment, DSE’2017, Brest, June 2017.

C128. M. López-Radcenco, A. Aïssa-El-Bey, P. Ailliot, R. Fablet. Non negative decomposition for oceanographic data. Workshop on Data Science and Environment, DSE’2017, Brest, June 2017.

Other communications C129. R. Fablet, P. Bouthemy et M. Gelgon - Étiquetage statistique d'un graphe de régions pour la détection

d'objets mobiles dans des séquences d'images couleur. - Actes du 17ème colloque Gretsi sur le Traitement du Signal et des Images, GRETSI'99, septembre 1999, Vannes

C130. R. Fablet et P. Bouthemy -Extraction d'attributs de mouvement et classification hiérarchique pour l'indexation vidéo par le contenu. –Actes des journées francophones des jeunes chercheurs en analyse d'images et perception visuelle, ORASIS'99, Aussois, avril 1999.

C131. P. Bouthemy, Y. Dufournaud, R. Fablet, R. Mohr, S. Peleg et A. Zomet -Video hyper-link creation for content-based browsing and navigation. - 1st Workshop on Content-Based Multimedia Indexing, octobre 1999, Toulouse.

C132. R. Fablet et P. Bouthemy – Modélisation statistique non paramétrique et reconnaissance du mouvement –Actes du Congrès sur la Reconnaissance des Formes et l’Intelligence Artificielle, RFIA’2002, janvier 2002, Angers. Best paper award.

C133. C. Lacoste, R. Fablet, P. Bouthemy et J.F. Yao –Création de résumés de vidéos par une approche statistique –Actes du Congrès sur la Reconnaissance des Formes et l’Intelligence Artificielle, RFIA’2002, janvier 2002, Angers.

C134. A. Isar, R. Fablet, J.-M. Augustin. Multi-wavelet denoising for speckle removal in underwater sonar images. Symposimum on In situ sea bed characterization, SeaTech Week, Brest, October 2004.

C135. H. Yalcin, M. Black, R. Fablet. The Dense Estimation of Motion and Appearance. IEEE Workshop on Image and Video Registration, IVR'04, Washington, June 2004.

C136. R. Fablet. Le traitement des images d’otolithes : application à l’estimation de l’âge et de la croissance. Workshop Mathématiques, Image et Gelstat, Berder, June 2004.

C137. R. Fablet. Statistical learning for age and growth analysis from otolith images. Annual Workshop TACADAR (Towards Accreditation and Certification of Age Determination of Aquatic Ressources), Ancona, Italy, Septembre 2004.

C138. R. Fablet. TNPC 4: digital processing of calcified structures for QA/QC. Annual Workshop TACADAR (Towards Accreditation and Certification of Age Determination of Aquatic Ressources), Ancona, Italy, Septembre 2004.

C139. M. Bertignac, R. Fablet, O. Guyader, S. Mahévas, H. de Pontual, J.-C. Poulard. Le merlu dans le golfe de Gascogne : bilan et prospective. Colloque Defi Gascogne, Brest, 22-24 March 2005.

C140. A. Chessel, R. Fablet, F. Cao. Fish otolith analysis via computer vision. 4ème forum JSPS (Japan Society for the Promotion of Science). Strasbourg, November 2005.

C141. J.M. Fromentin, B. Ernande, R. Fablet, H. de Pontual. Importance and future of individual markers for the ecosystem approach to fisheries. Colloque Approche Systémiques des Pêches, Boulogne, France, November 2008.

C142. A. Chessel, R. Fablet, C. Kervrann, F. Cao. Detection a contrario multi-modale de structures curvilineaire. 16ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA'2008, Angers, January 2008.

C143. H. de Pontual A. Jolivet, F. Garren, M. Bertignac, R. Fablet,. First archival tagging on European hake: what have we learnt? Colloque Approche Systémiques des Pêches, Boulogne, France, November 2008.

C144. R. Fablet, J.F. Bardeau, A. Benzinou, A. Chessel, A. Jolivet, M. Labonne, A. Lorrain, Y.M. Paulet, V. Rodin, H. de Pontual. Understanding otolith biomineralization: from physico-chemical signatures to numerical modelling. Colloque Approche Systémiques des Pêches, Boulogne, France, November 2008.

C145. S. Carbini, A. Chessel, A. Benzinou, R. Fablet, K. Mahé, H. De Pontual. A review of image-based tools for automatic fish ageing from otolith features. Colloque Approche Systémiques des Pêches, Boulogne, France, November 2008.

C146. V.M. Trenkel, L. Berger, S. Bourguignon, R. Fablet, J. Massé, V. Mazauric, C. Scalabrin, H. Villalobos. Recent methodological progress in fisheries acoustics for studying fish stocks and communities with examples from the Bay of Biscay. Colloque Approche Systémiques des Pêches, Boulogne, France, November 2008.

C147. H.-G. Nguyen, R. Fablet, J.-M. Boucher. Invariant texture descriptors based on spatial statistics Workshop on Advances in Seafloor-Mapping Sonar, November 2009.

C148. R. Lefort, R. Fablet, J-M. Boucher. Classification et apprentissage faiblement supervisé en acoustique halieutique. Actes du 22ème colloque Gretsi sur le Traitement du Signal et des Images, GRETSI 2009, sept. 2009, Dijon, France.

C149. Z. Bouhroum, T. Chonavel, R. Fablet. Suivi de cibles radar dans l'espace temps-fréquence par filtrage. Actes du 22ème colloque Gretsi sur le Traitement du Signal et des Images, GRETSI 2009, sept. 2009, Dijon, France.

C150. H.-G. Nguyen, R. Fablet, J.-M. Boucher. Statistiques spatiales de points d'intérêt pour la reconnaissance invariante de textures. 17ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA'2008, Caen, January 2010.

C151. R. Lefort, R. Fablet, J.-M. Boucher. Méthodes d'apprentissage faiblement supervisé: arbres de classification et approche itérative. 17ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA'2008, Caen, January 2010.

C152. S. Liberge, S. Ba, P. Lenca, R. Fablet. Prévision de trajectoires de cyclones à l’aide de forêts aléatoires avec arbres de régression. 11ème Conf. Int. sur l'Extraction et la Gestion des Connaissances, EGC 2011, Brest, janvier 2011.

C153. R. Lefort, R. Fablet,J.-M. Boucher. Apprentissage itératif pour une connaissance a priori des labels. 11ème Conf. Int. sur l'Extraction et la Gestion des Connaissances, EGC 2011, Atelier "Fouille de Données Complexes", Brest, January 2011.

C154. S. Ba, T. Corpetti, R. Fablet. Interpolation de données manquantes dans des séquences multi-modales d’images géophysiques satellitaires. 18ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA'2012, Lyon, January 2012.

C155. R. Fablet, A. Chaigneau, S. Bertrand. Analyse multi-échelle de la géométrie des courbe planes. 18ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA'2012, Lyon, January 2012.

C156. A. Bertrand, M. Ballón, R. Castillo, A. Chaigneau, R. Fablet, D. Grados, M. Gutiérrez, J. Habasque, E. Josse, Z. Quiroz, G. Roudaut, G. Vargas. Routine acoustic data as new tools for a 3D vision of the abiotic and biotic components of marine ecosystem and their interactions. ICES FAST workshop, Brest, April 2012.

C157. S. Paretilla, R. Fablet, P. Gay, C. Peña, R. Castillo, A. Bertrand. Bags-of-Features for fish school cluster characterization in pelagic ecosystems: application to the discrimination of juvenile and adult anchovy clusters off Peru. ICES FAST workshop, Brest, April 2012.

C158. D. Grados, R. Fablet, M. Ballón, R. Castillo, Z. Quiroz, G. Roudaut, G. Vargas, A. Bertrand. Acoustic-based characterization of the multiscale dynamics of ecosystem components in the northern Humboldt Current system. ICES FAST workshop, Brest, April 2012.

C159. B. Boussidi, R. Fablet, B. Chapron, E. Autret. Champs Gaussiens conditionnels pour la modélisation inter-échelle de textures : Application à la super-résolution en télédétection satellitaire de l’océan. 20ème Congrès

Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA'2014, Rouen, January 2014.

C160. M. López-Radcenco, A. Aïssa-El-Bey, P. Ailliot, R. Fablet. Décomposition Non-négative de Dynamiques Géophysiques. 26ème colloque Gretsi sur le Traitement du Signal et des Images, GRETSI 2009, sept. 2009, Juan-Les-Pins, France.

Invited Conferences C161. R. Fablet, P. Bouthemy -Spatio-temporal segmentation and general motion characterization for video

indexing and retrieval. - 10th DELOS Workshop on Audio-Visual Digital Libraries, Santorin, June 1999. C162. R. Fablet, P. Bouthemy – Non parametric scene activity modelling for statistical retrieval with partial query –

Mathematics and Image Analysis Workshop, MIA’00, Paris, September 2000. C163. R. Fablet, P. Bouthemy – Non parametric scene activity modelling for statistical retrieval with partial query –

Brown University, Comp. Science Dpt, February 2001. C164. R. Fablet, P. Bouthemy - Statistical modeling for motion-based video classification and retrieval – Workshop

on Multimedia content-Based Indexing and Retrieval, MMCBIR'2001, Rocquencourt, September 2001. C165. R. Fablet. Acquisition, analysis and interpretation of multimodal signals extracted from calcified structures:

structural information and CS interpretation from multimodal information. EFARO workshop on Otolith Research . Brest, December 2004.

C166. A. Chessel, R. Fablet, F. Cao. Vision par ordinateur et otolithes : vers une modélisation de la morphogenèse. 38ème congrès national d’analyse numérique, CANUM 2006, Guidel, FR, June 2006. R. Fablet. Visual keypoints in sonar images: application to invariant seabed recognition. Workshop MOQESM, Monitoring Quantitatif de l’Environnement Sous-Marin, Brest, juin 2010.

C167. R. Fablet et al. Characterizing the spatial distribution of objects and local signatures in images: application to ocean sensing data. LIAMA (French-Chinese Computer Science and Applied Math. Lab.), Beijing, April 2010.

C168. R. Fablet et al. Characterizing the spatial distribution of objects and local signatures in images: application to ocean sensing data. Microsoft Research, Beijing, April 2010.

C169. R. Fablet et al. Tracking and characterizing temperature front regions in SST image series for the statistical analysis of oceanic regimes. Institute of Atmospheric Physics, Beijing, April 2010.

C170. R. Fablet et al. Texture-based classification of sonar images: visual keypoints and region-level segmentation. Thales Underwater Systems, Brest, France, June 2010.

C171. R. Fablet et al. Characterizing the spatial distribution of objects and local signatures in images: application to ocean sensing data. INICTEL (Peruvian Telecommunications Institute), Lima, Peru, Aug. 2011.

C172. R. Fablet et al. Characterizing the spatial distribution of objects and local signatures in images: application to ocean sensing data. IMARPE (Peruvian Marine Institute), Lima, Peru, Aug. 2011.

C173. R. Fablet et al. Multiscale analysis of individual foraging trajectories. IMARPE (Peruvian Marine Institute), Lima, Peru, July 2011.

C174. R. Fablet et al. From gannets cruising in the Humboldt system to the multiscale geometry of trajectories and images. UMR EME, Sète, France, Sept. 2011.

C175. R. Fablet. Images as random collections of local signatures: application to image recognition. Univ. Montpellier 2, LIRMM, April 2012.

C176. R. Fablet. Images as random collections of local signatures: application to image recognition. INRIA Sophia-Antipolis, May 2012.

C177. R. Fablet. Stochastic geometry-driven super-resolution in satellite images of ocean geophysical fields. Télécom Phys. Strasbourg, ICUBE, Strasbourg, March 2013.

C178. R. Fablet. The upper ocean dynamics at high-resolution: from an irregular space-time satellite sampling to anywhere and anywhen? Ocean Innovation Conference, October 2013.

C179. R. Fablet. Statistical learning for multimodal for multimodal data synergies. Summer School on Ocean Remote Sensing Synergy, July 2014.

C180. R. Fablet. “Les écosystèmes marins vus du ciel en haute-résolution : enjeux et contributions des TIC”, Colloque Ressources Naturelles et Environnement, Institut Mines-Télécom, October 2014.

C181. R. Fablet. The upper ocean dynamics at high-resolution from space anywhere and anywhen? Ocean Univ. of China, November 2014.

C182. R. Fablet. L'océan vu du ciel en HD : enjeux et défis pour les STICs. Assemblée PRACOM, Août 2015. C183. R. Fablet. The upper ocean dynamics at high-resolution from space anywhere and anywhen? IMEDEA,

Spain, December 2015. C184. R. Fablet. Data-driven and machine learning strategies for ocean remote sensing: challenges and

opportunities. Institue of Technology, Bandung, October 2016. C185. R. Fablet. L'océan vu du ciel en HD : vers des stratégies basées données et apprentissage ? Ecole Systèmes

Complexes, Rennes, November 2016.

Reports ! R. Fablet, A. Ogor. Manuel utilisateur du logiciel TNPC 4. 45p. 2005. ! A. Ogor, R. Fablet. Manuel de formation au logiciel TNPC. 35p. 2005

Miscellaneous ! Article de vulgarisation – Montre-moi ton oreille….. je te dirai quel âge tu as. – Science Ouest (Recherche et

Innovation en Bretagne), April 2003. ! Researcher's Minute - video - Télécom Bretagne, March 2012.