Ronan FABLET

Ronan FABLET


Professeur
Dépt. Signal et Communications

Téléphone : 02 29 00 12 87
Télécopie : 02 29 00 10 12
Courriel : ronan.fablet@telecom-bretagne.eu
TELECOM Bretagne
Vue aérienne

 

Link to the main publication server
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Thesis

  1. R. Fablet. Des otolithes aux satellites : méthodes et applications du traitement du signal et des images pour l'observation de l'océan HDR ("Habilitation à Diriger des Recherches") thesis, Universté de Bretagne Occidentale, March 2012. (thesis in French) (slides in French)
  2. R. Fablet. Modélisation statistique non paramétrique et reconnaissance du mouvement dans des séquences d'images ; application à l'indexation vidéo.  Phd thesis, Université de Rennes 1, mention Traitement du signal et télécommunication, July 2001. (pdf) (abstract)

Journal papers

  1. Gunadharma Gautama, B., 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.
  2. Le Goff, C., 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.
  3. Fablet, R. , 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.
  4. Grados, D., 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.
  5. He-Guelton, L. Fablet, R., Chapron, B., Tournadre, J. 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.
  6. Woillez, M., Fablet, R., Ngo, T.T., Lalire, M., Lazure, P., de Pontual, H. A HMM-based model to geolocate pelagic fish from high-resolution individual temperature and depth histories: European sea bass as a case study Ecological modeling, accepted.
  7. 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, accepted
  8. S. Bertrand, R. Fablet, R. Joo. Generalized Pareto for Pattern-Oriented Random Walk Modelling of Organisms’ Movements. PLoS One, 2015, link
  9. 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. pdf
  10. 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, to appear
  11. B. Saulquin, R. Fablet, G. Mercier, H. Demarcq, O. Fanton d'Andon, A. Mangin. 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, Accepted with minor revisions (preprint).
  12. 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, to appear (preprint).
  13. 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, to appear (preprint).
  14. 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  (preprint).
  15. 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, dx.doi.org/10.1109/TGRS.2013.2280494 (preprint).
  16. R. Joo, S. Bertrand, J. Tam, R. Fablet. Hidden Markov models: the best models for forager movements? PLoS One, 2013 (pdf).
  17. K. Nasreddine, A. Benzinou, R. Fablet Geodesics-Based Registration of biological and medical images of morphogenesis-like processes using shape sequence information. IEEE Trans. on Image Processing, 22(11):4436-4446 (preprint).
  18. 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, DOI: dx.doi.org/10.1109/TGRS.2013.2274157 (preprint).
  19. 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.
  20. 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.
  21. 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.
  22. 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.
  23. 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.
  24. H.-G. Nguyen, R. Fablet, J.M. Boucher. Keypoint-based analysis of sonar images: application to seabed recognition. IEEE Trans. on Geoscience and Remote Sensing, 50(4):1171-1184, 2012. (preprint)
  25. 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.
  26. H. de Pontual, A. Jolivet, M. Bertignac, R. Fablet. Diel vertical migration of European hake Merluccius merluccius and associated temperature histories: insights from a pilot DST tagging experiment. Journal of Fish Biology, 81: 728-734, 2012.
  27. R. Fablet, P. Gay, S. Peraltilla, 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. Canadian Journal of Fisheries and Aquatic Science, 69(8):1329-1339, 2012.
  28. 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.
  29. 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 (pdf,demo).
  30. L. Pecquerie, R. Fablet, H. de Pontual, S. Bonhommeau, M. Alunno-Brusciag, P. Petitgas, S.A.L.M Kooijman. Reconstructing individual food and growth histories from biogenic carbonates. Marine Ecology Progress Serie, 447:151-164, 2012.
  31. Q.-T.Nguyen, R. Fablet, D. Pastor. Protein Interaction Hotspot Identification Using Sequence-based Frequency-derived Features. IEEE Trans. on Biomedical Engineering, to appear. (preprint).
  32. 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. (preprint)
  33. 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. (preprint)
  34. 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.
  35. 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, 2012.
  36. R. Lefort, R. Fablet, J.-M. Boucher. Object recognition using proportion-based prior information Application to fisheries acoustics. Pattern Recognition Letters: 32(2):153-158, 2011 (preprint).
  37. 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 (preprint).
  38. 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(preprint).
  39. K. Nasreddine, A. Benzinou, R. Fablet. Variational Shape Matching For Shape Classification and Retrieval Pattern Recognition Letters, 31(12):1650-1657, 2010  (preprint).
  40. 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 (preprint).
  41. 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. (preprint)
  42. 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. (preprint)
  43. 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. (preprint)
  44. 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, 2009. (preprint)
  45. 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 (preprint)
  46. 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.
  47. 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.
  48. 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. (preprint) (technical report: longer version)
  49. 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. (preprint) (doi)
  50. A. Chessel, R. Fablet, F. Cao. Computer vision and otolith : toward a modelisation of the morphogenesis of accretionary processes. European series in applied and industrial mathematics - ESAIM, 2008, vol. 22, pp. 150-154. (preprint)
  51. 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, 2009. (preprint) (doi
  52. 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. Computer Vision and Image Understanding, 111(3): 295-306, 2008. (preprint)(doi)
  53. 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. (preprint)
  54. 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 on Marine Science, 64(6): 1191-1201, 2007. (preprint)
  55. 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. (preprint)
  56. R. Fablet. Statistical learning applied to computer-assisted fish age and growth estimation from otolith images. Fisheries Research, 81:219-228, 2006. (preprint)
  57. F. Cao and R. Fablet. Automatic morphological detection of otolith nucleus. Pattern Recognition Letters, 27(6):658-666, 2006. (preprint)
  58. 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, July 2006. (preprint)
  59. R. Fablet and N. Le Josse. Automated fish age estimation from otolith images using statistical learning. Fisheries Research, 72(2-3): 279-290, April 2005. (preprint) (elsevier)
  60. 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, December 2003. (pdf)
  61. R. Fablet, P. Bouthemy and 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, April 2002.(pdf)
  62. R. Fablet and P. Bouthemy. Non-parametric motion activity analysis for statistical retrieval with partial query. Journal of Mathematical Imaging and Vision, 14(3):257-270, May 2001. (pdf)

Book chapter

  1. P. Gros, R. Fablet, P. Bouthemy. New descriptors for image and video indexing.  in State-of-the-Art in Content-Based Image and Video Retrieval, H. Burkhardt, H.-P. Kriegel, R. Veltkamp (eds.), Kluwer Academic Publishers.
  2. R. Lefort, R. Fablet, J.M. Boucher. Weakly supervised learning: application to fish school recognition.  in New advances in Intelligent Signal Processing, A. Ruano, A. Varkonyi-Koczy (eds.), Springer.
  3. 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. in Machine Learning and Data Mining Approaches to Climate Science, Springer.

International conferences.

  1. M. López-Radcenco, A. Aïssa-El-Bey, P. Ailliot, P. Tandéo, R. FabletNon-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, March 2016.
  2. R. Lguensat, P. Tandeo, P. Aillot, B. Chapron, R. Fablet.Using archived datasets for missing data interpolation in ocean remote sensing observation series. IEEE OCEANS'2016, Shanghai, China, April 2016.
  3. P. Tandeo, P. Ailliot, B. Chapron, R. Lguensat, R. Fablet. The analog data assimilation: application to 20 years of altimetric data. Climate Informatics, Boulder, October 2015.
  4. R. Fablet, F. Rousseau. Missing data super-resolution using non-local and statistical priors. Proc. 19th IEEE Int. Conf. on Image Processing, ICIP'2015, Quebec, September 2015.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. C65. 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, April 2015.
  11. P. Tandeo, P. Ailliot, R. Fablet, J. Ruiz, B. Chapron The analog ensemble Kalman filter and smoother. 4th International Workshop on Climate Informatics, October 2014.
  12. 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.
  13. P. Tandeo, P. Ailliot, R. Fablet. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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, Montpellier, July, 2014
  19. 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, September 2013.
  20. 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.
  21. P. Tandeo, B. Chapron⋆, R. Husson, F. Collard, P. Fabry, R. Fablet, R. Garello. Interpolated swell fields from SAR measurementsIEEE Conf. OCEANS'13, San Diego, September 2013.
  22. Tandeo, R. Fablet, R. Garello. Spatio-temporal segmentation of mesoscale ocean surface dynamics using satellite dataIEEE Conf. OCEANS'13, Bergen, June 2013.
  23. 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.
  24. Bertrand A., Grados D., Colas F., Chaigneau A., Castillo R., Fablet R. 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.
  25. 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
  26. 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
  27. E. Autret, S. Ba, R. Fablet, B. Chapron. Characterization of ocean dynamics from SSH and SST Ifremer-ESA Globcurrent workshop, Brest, march 2012
  28. S. Ba, R. Fablet, T. Corpetti, B. Chapron. Reconstruction of velocities and SST with the variational methodIfremer-ESA Globcurrent workshop, Brest, march 2012
  29. Bertrand A., Ballón M., Chaigneau A., Fablet R., Graco M., Grados D., Monetti, F. & Paulmier. Towards new tools for OMZs and hypoxia detection (acoustical approach). Eur-Ocean conference on ocean desoxygenation. Toulouse, France October 24-26, 2011.
  30. 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 (preprint).
  31. 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 (preprint).
  32. R. Lefort, R. Fablet, J-M. Boucher. Weakly supervised learning 8th scientific meeting of the CLassification and Data Analysis Group of the Italian Statistical Society, CLADAG 2011, sept. 2011, Pavia, Italy.
  33. 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 (preprint).
  34. 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, Brussels, March 2010. (pdf)
  35. 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. (pdf)
  36. 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. (pdf)
  37. S. Ba, R. Fablet. Variational data assimilation for missing data interpolation in SST images. IEEE Int. Conf. on Image Processing, ICIP'2010, Sept. 2010. (preprint)
  38. S. Ba, T. Corpetti, B. Chapron, R. Fablet. Variational front tracking in Sea Surface Temperature images. 16th IEEE Int. Conf. on Image Processing, ICIP'2010, Hong-Kong, Sept. 2010. (pdf)
  39. 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. (preprint)
  40. 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. (preprint)
  41. 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. (preprint)
  42. 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. (preprint)
  43. A. Lorrain, C. Poulain, L. Pecquerie, R. Fablet, Y.-M. Paulet, D. Gillikin. Deepening our understanding of the delta-13C black box in biogenic carbonates through a comparative analysis of bivalve shelles and fish otoliths. GSA Annual Meeting, Portland, October 2009.
  44. 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. 
  45. 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.
  46. 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. (preprint)
  47. R. Lefort, R. Fablet, J.-M. Boucher. Weakly supervised classification with bagging in fisheries acoustics. Proc. IEEE Int. Symp. on Intelligent Signal Processing, WISP'09, Budapest, August 2009.
  48. 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. (pdf)
  49. 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.
  50. 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.
  51. 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. (pdf)
  52. I. Karoui, 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. (pdf)
  53. R. Fablet etal. 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.
  54. 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 (preprint).
  55. 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, October 2007.
  56. 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.
  57. 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.
  58. 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. (pdf)
  59. A. Chessel, R. Fablet, F. Cao and C. Kervrann. Orientation Interpolation and Applications.  13th Int. Conf. on IMage Processing, ICIP'2006, Atlanta, October 2006. (pdf)
  60. R. Fablet, S. Pujolle, A. Chessel, A. Benzinou, F. Cao. Variational level-set reconstruction of accretionary morphogenesis from images.  13th Int. Conf. on IMage Processing, ICIP'2006, Atlanta, October 2006. (pdf)
  61. I. Karoui, R. Fablet, J.-M. Boucher and J.-M. Augustin. Separability-Based Kullback Divergence Weighting and Filter Selection for Texture Classification and Segmentation.  18th Int. Conf. on Pattern Recognition, ICPR'2006, Hong-Kong, August 2006. (pdf)
  62. A. Chessel, F. Cao and R. Fablet. Interpolation of orientation: an axiomatic approach.  European Conference on Computer Vision, ECCV06, LNCS 3954, 241-254, Graz, May 2006. (pdf)
  63. R. Fablet and J.-M. Augustin. Unsupervised calibrated sonar imaging for seabed observation using hidden Markov Random fields.  IEEE Int. Conf. on Acoustics, Speech and Signal Processing, ICASSP'2006, 1:693-696, Toulouse, May 2006. (pdf)
  64. I. Karoui, R. Fablet, J.-M. Boucher and J.-M. Augustin. Region-based image segmentation using texture statistics and level-set methods.  IEEE Int. Conf. on Acoustics, Speech and Signal Processing, ICASSP'2006, 2:817-820, Toulouse, May 2006. (pdf)
  65. R. Fablet and J.-M. Augustin and A. Isar. Multi-wavelet variational image denoising.  IEEE Int. Conf. on Image Processing, ICIP'2005, 3:305-308, Genoa, September 2005. (pdf)
  66. R. Fablet. Extraction and interpretation of ring structures in images of biological hard tissues: application to fish age and growth estimation.  IEEE Int. Conf. on Image Processing, ICIP'2005, 3:830-833, Genoa, September 2005. (pdf)
  67. R. Fablet, J.-M. Augustin and A. Isar. Speckle denoising using a variational multi-wavelet approach.  IEEE Conf. Oceans 2005, 1:539-544, Brest, June 2005.
  68. I. Keraoui, J.M. Boucher, R. Fablet and J.-M. Augustin. Statistical discrimination of seabed textures in sonar images using cooccurrence statistics.  IEEE Conf. Oceans 2005, 1:605-610, Brest, June 2005. (pdf)
  69. 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.
  70. I. Keraoui, J.-M. Boucher, R. Fablet, J.-M. Augustin. Multiscale segmentation of textured sonar images using cooccurrence statistics.  IEEE Int. Conf. on Image Processing, ICIP'2004, 3:1691-1694, Singapore, October 2004. (pdf)
  71. R. Fablet, N. Le Josse, A. Benzinou. Automatic fish ageing from otolith images using statistical learning.  17th Int. Conf. on Pattern Recognition, ICPR'2004, 3:503-506, Cambridge, UK, August 2004. (pdf)
  72. F. Cao, P. Bouthemy, R. Fablet. Automatic morphological detection of otolith nucleus.  17th Int. Conf. on Pattern Recognition, ICPR'2004, 4:606-609, Cambridge, UK, August 2004. (pdf)
  73. 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. (pdf)
  74. 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.
  75. 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.
  76. 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.
  77. R. Fablet, A. Benzinou, C. Doncarli. Robust time-frequency model estimation in otolith images for fish age and growth analysis.  IEEE Int. Conf. on Image Processing, ICIP'2003, 3:593-596, Barcelona, Spain, September 2003. (pdf)
  78. F. Rousseau, R. Fablet, C. Barillot. Robust Statistical Registration of 3D Ultrasound Images Using Texture Information.  IEEE Int. Conf. on Image Processing, ICIP'2003, 1:581-584, Barcelona, Spain, September 2003. (pdf)
  79. R. Fablet, P. Bouthemy Segmentation of regions of interest in images from non-parametric statistical modeling of motion activity.  9th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU'2002, Annecy, July 2002.(pdf)
  80. R. Fablet and M. Black Automatic detection and tracking of human motion with a view-based representation.  Eur. Conf. on Computer Vision, ECCV'2002, LNCS 2350, 476-491, Copenhaguen, May 2002.(pdf)
  81. Non parametric motion recognition using temporal multiscale Gibbs models.  IEEE Conf. on Computer Vision and Pattern Recognition, CVPR'2001,1:501-508, Hawaii, December 2001.(pdf)
  82. A. Benzougar, P. Bouthemy, R. Fablet. MRF-based moving object detection from MPEG coded video.  IEEE Int. Conf. on Image Processing, ICIP'2001, Thessalonique, Greece, October 2001.
  83. R. Fablet, P. Bouthemy. Motion recognition using spatio-temporal Random Walks in Sequence of 2D Motion-Related Measurements.  IEEE Int. Conf. on Image Processing, ICIP'2001, Thessalonique, Greece, October 2001. (pdf)
  84. 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.
    R. Fablet, P. Bouthemy. Statistical motion-based retrieval with partial query.  4th Intl Conf. on Visual Information Systems, Visual 2000, Lyon, France, November 2000. (pdf)
  85. R. Fablet, P. Bouthemy. Statistical motion-based object indexing using optic flow field.  IAPR Int. Conf. on Pattern Recognition, ICPR 2000, Volume 4, pages 287-290, Barcelona, Spain, September 2000. (pdf)
  86. R. Fablet, B. Bouthemy, P. Pérez. Statistical motion-based video indexing and retrieval.  Conf. on Content-Based Multimedia Information Acces, RIAO'2000, Volume 1, pages 602-619, Paris, France, April 2000. (pdf)
  87. R. Fablet, P. Bouthemy, M. Gelgon. Moving Object Detection in Color Image Sequences using Region-Level Graph Labeling.  IEEE Int Conf. on Image Processing, ICIP'99, Kobe, Japan, October 1999. (pdf)
  88. R. Fablet, P. Bouthemy. Motion-based Feature Extraction and Ascendant Hierarchical Classification for Video Indexing and Retrieval.  Proc. of the 3rd Int. Conf. on Visual Information Systems, VISual99, Springer Verlag, Lecture Notes in Computer Science, Volume 1614, pages 221-228, Amsterdam, The Netherland, June 1999. (pdf)
  89. R. Fablet, P. Rostaing, C. Collet. Motion Segmentation and Cloud Tracking on Noisy Infrared Image Sequences.  SPIE Visual Communications and Image Processing, VCIP'99, Volume 3653-129, pages 1277-1286, San Jose, USA, January 1999.
  90. P. Bouthemy, Y. Dufournaud, R. Fablet, R. Mohr, S. Peleg, A. Zomet. Video Hyper-link Creation for Content-Based Browsing and Navigation.  Workshop on Content-Based Multimedia Indexing, CBMI'99, Toulouse, France, October 1999. (pdf)
  91. R. Fablet, P. Bouthemy. Spatio-Temporal Segmentation and General Motion Characterization for Video Indexing and Retrieval.  10th DELOS Workshop on Audio-Visual Digital Libraries, Santorini, Greece, June 1999. (pdf)
  92. P. Bouthemy, R. Fablet. Motion characterization from temporal cooccurrences of local motion-based measures for video indexing.  Int. Conf on Pattern Recognition, ICPR'98, Volume 1, pages 905-908, Brisbane, Australia, August 1998. (pdf)

Misc.

  1. Bertrand A., Grados D., Colas F., Chaigneau A., Castillo R., Fablet R. 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, 16-19/04/2013.
  2. 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 (pdf).
  3. 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.
  4. 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.
  5. 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, janvier 2011
  6. H.-G. Nguyen, R. Fablet, J.-M. Boucher. Statistiques spatiales de points d'intérêt pour la reconnaissance invariante de textures.  5ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA'2010, Caen, January 2010.
  7. R. Lefort, R. Fablet,  J.-M. Boucher. Méthodes d'apprentissage faiblement supervisé: arbres de classification et approche itérative.  5ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA'2008, Caen, January 2010.
  8. A. Chessel, R. Fablet, C. Kervrann, F. Cao. Detection a contrario multi-modale de structures curvilineaire.  15ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA'2008, Angers, January 2008.
  9. R. Fablet, A. Benzinou, C. Doncarli. Analyse et modélisation temps-fréquence robuste appliquées à l'interprétation de pièces calcifiées.  17eme Colloque Gretsi sur le traitement du signal et es images, Volume 2, pages 499-502, Paris, September 2003. (pdf)
  10. R. Fablet, P. Bouthemy. Modélisation statistique non paramétrique et reconnaissance du mouvement.  13ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA'2001, Angers, January 2001. (pdf)
  11. C. Lacoste, R. Fablet, P. Bouthemy. Création de résumés vidéos par une approche statistique.  13ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA'2001, Angers, January 2001. (pdf)
  12. R. Fablet, P. Bouthemy, M. Gelgon. Étiquetage statistique d'un graphe de régions pour la détection d'objets mobiles dans des séquences d'images couleur.  17eme Colloque Gretsi sur le traitement du signal et es images, Volume 2, pages 499-502, Vannes, September 1999. (pdf)
  13. R. Fablet, P. Bouthemy, P. Pérez. Non parametric statistical analysis of scene activity for motion-based video indexing and retrieval.  Research report IRISA, No 1351, September 2000. (postscript)
  14. R. Fablet, P. Bouthemy. Extraction d'attributs de mouvement et classification hiérarchique pour l'indexation vidéo par le contenu.  ORASIS'99, Actes des journées francophones des jeunes chercheurs en analyse d'images et perception visuelle, pages 15-24, Aussois, France, April 1999. (pdf)

 

Technical report

  1. R. Fablet et al. Reconstructing individual shape histories of fish otoliths: a new
    image-based tool for otolith growth analysis and modeling
    .  Technical report. (pdf)
  2. R. Fablet et al. Can we model otolith growth and opacity patterns as a response to environmental factors and fish metabolism? DEB-based insights.   Technical report, Telecom Bretagne, RR-09-005-SC, June 2009. (pdf)
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