detailed resume, pdf - Pages personnelles à TELECOM Bretagne

 Ronan FABLET Professor, Institut Mines-­‐Télécom/Télécom Bretagne 40 year old, French Signal & Communications Dept, UMR LabSTICC/TOMS Signal Processing & 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
1998-2001
1996-1997
1994-1997
HDR (postdoctoral degree for research supervision), Université Bretagne Occidentale
Phd in Computer Science and Signal Processing, INRIA Rennes, University Rennes I
MSc. in Applied Math (with honours) SUPAERO/Univ. Paul Sabatier
SUPAERO engineer degree, option Signal and Image Processing
PROFESSIONAL RECORD (publication list in annex)
2012-present
Professor. Telecom Bretagne (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
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
IRISA (INRIA Rennes) – Phd in VISTA group (P. Bouthemy)
Research activities: statistical motion modelling and recognition; application to motionbased video indexing
Collaborations: project on interactive video browsing with INRIA Grenoble and the Hebr.
Univ. of Jerusalem, project on video structuring with Univ. Aut. de Barcelone
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: ~140h/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 parteners (Ifremer, Télécom Bretagne, IMARPE)
Coordination: coordination of Teaching activities at Télécom Bretagne (Mathematics and Signal Processing
“domain” since 2013 previously “Telecommunication Science and Engineering”, 2009-2013), coordination of
training sessions (Télécom Bretagne, Ifremer)
Supervising activities: supervisor for 14 MSc students (MSc students), 17 Phd students (11 defended) and
several postdocs and research engineers (eq. to 12 person.year)
COORDINATION & EVALUATION OF RESEARCH ACTIVITIES
Principal investigator of national and international research programs (Total grant since 2002: ~2.8M€)
• SEACS, 2015-2018, Labex Cominlabs-Lebesgue-Mer, 5 partners, grant: 200k€
• MOBI3D, 2014-2016, pôle Image & Réseaux, 3 partners, grant: 120k€
• EMOCEAN, 2013-2016, ANR Modèles Numériques, 4 partners, grant: 400kE
• FI2O, 2009-2012, CREATE Région Bretagne, 3 partenrs, grant: 180kE
• OTOCAL, 2005-2008, ANR Jeune Chercheur, 4 partners, grant: 150kE
• AFISA, 2007-2008, EU STREP, 7 partners, grant: 600kE
• ITIS/ACSYS, 2007-2008, project « pôle Mer »/FUI, 5 partners, grant: 350kE
• 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)
• Transfer of sonar imagery algorithm to Matlab toolbox SonarScope
Coordination and evaluation activities
Member of the "research council" of Télécom Bretagne (2009-2011), of the "Laboratory council" of UMR
LabSTICC (2010-), 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-)
Corresponding member for Télécom Bretagne of the network "Contents, Knowledge and Interactions" of the
Institut Mines-Télécom
Participation to scientific societies, conference committees and reviewing activities
• Member of the organization committee of GRETSI'2013 (French conference on signal processing)
• Co-convener of a special session "Signal & Images en Ocean Sciences" at GRETSI'2013
• Member of the board of AFRIF (French IAPR chapter)
• IEEE Senior Member
• Member of the program committee of conferences IEEE ICASSP, IEEE ICIP, RFIA
• 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: 17, source Publish (Harzing.com), > 1000 citations)
Peer-reviewed journal papers (mean IF: 2.5): 54 (including IEEE PAMI, IEEE TIP, CVIU, IEEE TGRS, GRSL,
Can. J. Fish. Acq. Sc., Plos One, Phil. Trans. Roy. Soc., Mar. Ecol. Pr. Series, JGR, Nature Communications)
Peer-reviewed papers in Proceedings of Int. Conferences: 63
Invited talks: 20
Pdf available online (http://perso.telecom-bretagne.eu/ronanfablet)
Best paper award at Int. Otolith Research Symp. 2004.
Best paper award AFRIF 2002 (French IAPR chapter)
LINGUISTIC AND COMPUTER SKILLS
English
Spanish
German
Fluent
Read, written, spoken
Notions
Computer skills Software/languages C/C++, scripts UNIX, Matlab, Maple, Megawave
OS: Windows, Linux, Mac OS
REFERENCES
Patrick Bouthemy, Research Director INRIA, [email protected] (computer vision)
Josianne Zérubia, Research Director INRIA, [email protected] (image processing and remote sensing)
Raymond Laë, Research Director IRD, [email protected] (Marine Ecology)
Beatriz Morales-Nin, Professeur de recherche CSIC, [email protected] (Marine Ecology)
Bertrand Chapron, Senior Scientist Ifremer, [email protected] (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. 150154. 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):295306, 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 microspectrometry. 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):10151022, 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):11361142, 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):34553468, 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. 447:151164, 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):13291339, 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: 728734, 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):851854, 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. To appear. 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. To appear. IF 2.8
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, to appear. IF 2.9
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, to appear. IF
4
A53. 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. IF 1.8
A54. 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
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, pp830833, 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 ProportionBased 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 superresolution. 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, (oral).
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 (oral).
Communications in International Conferences
C66. 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.
C67. 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.
C68. 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]
C69. 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.
C70. 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.
C71. 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.
C72. 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.
C73. 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..
C74. 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.
C75. 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.
C76. 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.
C77. 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.
C78. 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.
C79. 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.
C80. E. Autret, S. Ba, R. Fablet, B. Chapron. Characterization of ocean dynamics from SSH and SST IfremerESA Globcurrent workshop, Brest, march 2012.
C81. S. Ba, R. Fablet, T. Corpetti, B. Chapron. Reconstruction of velocities and SST with the variational method.
Ifremer-ESA Globcurrent workshop, Brest, march 2012.
C82. 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
C83. 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.
C84. R. Joo, S. Bertrand, R. Fablet. Modeling behavioral modes in foraging movement. Int. Statistical Ecology
Conference, ISEC'2012, Krokkleiva, Norway, July 2012.
C85. 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.
C86. 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.
C87. 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.
C88. 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).
C89. 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).
C90. 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).
C91. 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).
C92. 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).
C93. 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).
C94. 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).
C95. 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 (oral).
C96. 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).
C97. C. Le Goff, B. Chapron, P. Tandeo, R. Fablet. Mutual information between SSH and SST fields. EGU
Symposium, Vienna, April 2014.
C98. 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 2014.
Other communications
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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
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.
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.
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.
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.
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.
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.
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.
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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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
H.-G. Nguyen, R. Fablet, J.-M. Boucher. Invariant texture descriptors based on spatial statistics Workshop
on Advances in Seafloor-Mapping Sonar, November 2009.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
B. Boussidi, R. Fablet, B. Chapron, E. Autret. Champs Gaussiens conditionnels pour la modélisation interéchelle 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.
Invited Conferences
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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.
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.
R. Fablet, P. Bouthemy – Non parametric scene activity modelling for statistical retrieval with partial query –
Brown University, Comp. Science Dpt, February 2001.
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. 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.
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.
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.
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.
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.
R. Fablet et al. Texture-based classification of sonar images: visual keypoints and region-level segmentation.
Thales Underwater Systems, Brest, France, June 2010.
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.
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.
R. Fablet et al. Multiscale analysis of individual foraging trajectories. IMARPE (Peruvian Marine Institute),
Lima, Peru, July 2011.
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.
R. Fablet. Images as random collections of local signatures: application to image recongnition. Univ.
Montpellier 2, LIRMM, April 2012.
R. Fablet. Images as random collections of local signatures: application to image recongnition. INRIA
Sophia-Antipolis, May 2012.
R. Fablet. Stochastic geometry-driven super-resolution in satellite images of ocean geophysical fields.
Télécom Phys. Strasbourg, ICUBE, Strasbourg, March 2013.
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.
R. Fablet. Statistical learning for multimodal for multimodal data synergies. Summer School on Ocean
Remote Sensing Synergy, July 2014.
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.
R. Fablet. The upper ocean dynamics at high-resolution from space anywhere and anywhen? Ocean Univ. of
China, November 2014.
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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
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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.