
Ronan Fablet
383
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Publications
Bridging Data assimilation & SPDE with a generative extension of 4DVarNet schemesRESSTE 2024 - Journée « Modèles génératifs : Théorie, apprentissage et applications environnementales », Mines ParisTech et INRAe, chaire GeoLearning, May 2024, Paris, France
Communication dans un congrès
hal-04675397
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Deep Learning for Lagrangian Drift Simulation on Sea SurfaceClimate Informatics 2024, Alan Turing Institute, Apr 2024, London, United Kingdom. pp.1-3
Communication dans un congrès
hal-04569396
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Observation-only learning of 4DVarNet neural schemes for the reconstruction of sea surface turbidity dynamics from gappy satellite imagesEGU 2023: European Geophysical Union, European Geophysical Union, Apr 2023, Vienna, Austria. pp.1-1, ⟨10.5194/egusphere-egu23-15977⟩
Communication dans un congrès
hal-04363493
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A parametric Kalman filter (PKF) tour of data assimilationMathematical Approaches of Atmospheric Constituents Data Assimilation and Inverse Modeling | BIRS, Mar 2023, Banff, Canada
Communication dans un congrès
hal-04273864
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Learning Neural Optimal Interpolation Models and SolversICCS 2023 - 23rd International Conference on Computational Science, Jul 2023, Prague, Czech Republic. pp.367-381, ⟨10.1007/978-3-031-36027-5_28⟩
Communication dans un congrès
hal-04231248
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Deep Learning for Ship Classification on Medium Resolution SAR ImagerySeaSAR 2023: workshop on Coastal and Marine applications of SAR, European Space Agency (ESA), May 2023, longyearbyen, Norway. pp.1-3
Communication dans un congrès
hal-04277648
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Trainable dynamical estimation of above-surface wind speed using underwater passive acousticsOCEANS 2023 - Limerick, Jun 2023, Limerick, Ireland. pp.1-6, ⟨10.1109/OCEANSLimerick52467.2023.10244715⟩
Communication dans un congrès
hal-04296291
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Deep learning for Lagrangian drift simulation at the sea surfaceICASSP 2023: IEEE International Conference on Acoustics, Speech, and Signal Processing, Jun 2023, Rhodes, Greece. ⟨10.1109/ICASSP49357.2023.10094622⟩
Communication dans un congrès
hal-03852489
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Deep Learning for Lagrangian Drift Simulation at Sea Surface2023 - 54th International Liège Colloquium on Ocean Dynamics, Université de Liège, May 2023, Liège, Belgium
Communication dans un congrès
hal-04461939
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OceanBench: The Sea Surface Height EditionNeurIPS 2023, Dec 2023, New Orleans, France. ⟨10.48550/arXiv.2309.15599⟩
Communication dans un congrès
hal-04312303
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Neural Fields for Fast and Scalable Interpolation of Geophysical Ocean VariablesFifth Workshop on Machine Learning and the Physical Sciences (NeurIPS 2022), Dec 2022, New Orleans, France. ⟨10.48550/arXiv.2211.10444⟩
Communication dans un congrès
hal-04312315
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Deep Learning approaches to simulate Lagrangian particle dynamics at sea surfaceSea Tech Week 2022, Session "Marine Litter Solutions for Monitoring Mitigation and Prevention", Sep 2022, BREST, France
Communication dans un congrès
hal-03795063
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Joint Calibration and Mapping of Satellite Altimetry Data Using Trainable Variational ModelsICASSP 2022: IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, May 2022, Singapore, Singapore. pp.1536-1540, ⟨10.1109/ICASSP43922.2022.9746889⟩
Communication dans un congrès
hal-03369696
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Learnable Variational Models for the Reconstruction of Sea Surface Currents Using Ais Data Streams: A Case Study on the Sicily ChannelIGARSS 2022: IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. pp.6821-6824, ⟨10.1109/IGARSS46834.2022.9883870⟩
Communication dans un congrès
hal-04231162
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End-to-End Kalman Filter in a High Dimensional Linear Embedding of the ObservationsSTUOD 2021 - Stochastic Transport in Upper Ocean Dynamics Annual Workshop, Sep 2021, Londres, United Kingdom. pp.211-221, ⟨10.1007/978-3-031-18988-3_13⟩
Communication dans un congrès
hal-03906953
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Joint calibration and mapping of satellite altimetry data using trainable variaitional modelsEGU General Assembly 2022, May 2022, Vienne, Austria. ⟨10.5194/egusphere-egu22-12549⟩
Communication dans un congrès
hal-03713287
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Segmentation of Rainfall Regimes by Machine Learning on a Colocalized Nexrad/Sentinel-1 DatasetIGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. pp.307-309, ⟨10.1109/IGARSS46834.2022.9884881⟩
Communication dans un congrès
hal-03874778
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Unsupervised reconstruction of sea surface currents from AIS maritime traffic data using learnable variational modelsICASSP 2021: IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto, Canada. ⟨10.1109/ICASSP39728.2021.9415038⟩
Communication dans un congrès
hal-03139066
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END-TO-END LEARNING OF VARIATIONAL MODELS AND SOLVERS FOR THE RESOLUTION OF INTERPOLATION PROBLEMSICASSP 2021 : IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto, United States. ⟨10.1109/ICASSP39728.2021.9414629⟩
Communication dans un congrès
hal-03139133
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End-to-end physics-informed representation learning from and for satellite ocean remote sensing dataXXIV ISPRS 2021 : Intenational Society for Photogrammetry and Remote Sensing Congress, Jul 2021, Nice, France
Communication dans un congrès
hal-03189218
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Learning stochastic dynamical systems with neural networks mimicking the Euler-Maruyama schemeEUSIPCO 2021: 29th European Signal Processing Conference, Aug 2021, Dublin, Ireland. ⟨10.23919/EUSIPCO54536.2021.9616068⟩
Communication dans un congrès
hal-03265004
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End-to-End Learning of Variational Interpolation Schemes for Satellite-Derived SSH DataIGARSS 2021: IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels, France. pp.7418-7421, ⟨10.1109/IGARSS47720.2021.9554800⟩
Communication dans un congrès
hal-03750401
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Weak supervision learning for semantic segmentation of metoceanic processesClimate Informatics 2020, Sep 2020, Oxford, United Kingdom
Communication dans un congrès
hal-02927335
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Faster-RCNN with a compact CNN backbone for target detection in infrared imagesProc. SPIE Security+Defense, Sep 2020, Edinburgh, United Kingdom. ⟨10.1117/12.2575756⟩
Communication dans un congrès
hal-02927344
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Learning Chaotic and Stochastic Dynamics from Noisy and Partial Observation using Variational Deep LearningCI'2020 : 10th International Conference on Climate Informatics, Sep 2020, Oxford, United Kingdom
Communication dans un congrès
hal-02941313
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Automated NN generation: from the symbolic computation to the design of NN architectures for numerical predictionsECMWF-ESA Workshop on Machine Learning for Earth System Observation and Prediction, Oct 2020, Reading, United Kingdom
Communication dans un congrès
hal-02927367
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Learning Endmember Dynamics in Multitemporal Hyperspectral Data Using A State-Space Model FormulationICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, May 2020, Barcelone (virtual), Spain. ⟨10.1109/ICASSP40776.2020.9053787⟩
Communication dans un congrès
hal-02490607
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Filtering Internal tides from wide-swath altimeter data using Convolutional Neural Networks.IGARSS 2020: IEEE International Geoscience and Remote Sensing Symposium, Sep 2020, Waikoloa, United States. ⟨10.1109/IGARSS39084.2020.9323531⟩
Communication dans un congrès
hal-02941320
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Detection of Abnormal Vessel Behaviors from AIS data using GeoTrackNet: from the Laboratory to the OceanMBDW 2020 : 2nd Maritime Big Data Workshop part of MDM 2020 : 21st IEEE International Conference on Mobile Data Management, Jun 2020, Versailles, France. pp.264-268, ⟨10.1109/MDM48529.2020.00061⟩
Communication dans un congrès
hal-02523279
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Assimilation-based Learning of Chaotic Dynamical Systems from Noisy and Partial DataICASSP 2020 : International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain. ⟨10.1109/ICASSP40776.2020.9054718⟩
Communication dans un congrès
hal-02436060
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Data-driven and learning-based interpolations of along-track Nadir and wide-swath SWOT altimetry observationsCI 2020 : 10th International Conference on Climate Informatics, Sep 2020, Oxford, United Kingdom. ⟨10.1145/3429309.3429313⟩
Communication dans un congrès
hal-02929973
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Joint learning of variational data assimilation models and solversECMWF-ESA 2020 - Workshop on Machine Learning for Earth System Observation and Prediction, Oct 2020, Reading, United Kingdom
Communication dans un congrès
hal-02927356
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Réseaux antagonistes génératifs pour la reconstruction super-résolution et la segmentation en IRMExtraction et Gestion des Connaissances - Atelier Apprentissage Profond : Théorie et Applications (APTA@EGC), 2020, Bruxelles, Belgique
Communication dans un congrès
hal-02387754
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Multi-task deep learning from Sentinel-1 SAR: ship detection, classification and length estimationBiDS'19 : Conference on Big Data from Space, Feb 2019, Munich, Germany
Communication dans un congrès
hal-02285670
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Data assimilation schemes as a framework for learning dynamical model from partial and noisy observationsEGU 2019 : General Assembly 2019 of the European Geosciences Union, Apr 2019, Vienna, Austria
Communication dans un congrès
hal-02110359
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Learning ocean dynamical priors from noisy data using assimilation-derived neural netsIGARSS 2019 - International Geoscience and remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.1-3, ⟨10.1109/IGARSS.2019.8900345⟩
Communication dans un congrès
hal-02285693
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Detecting unseen targets during inference in infrared imagingSPIE SECURITY DEFENCE 2019, Sep 2019, Strasbourg, France. ⟨10.1117/12.2533178⟩
Communication dans un congrès
hal-02377429
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VON MISES PRIOR FOR PHASE-NOISY DOA ESTIMATION: THE VITAMIN ALGORITHMUnderwater Acoustics Conference, Jun 2019, Heraklion, Greece
Communication dans un congrès
hal-02330138
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Sea surface dynamics reconstruction using neural networks based kalman filterIGARSS 2019 - International Geoscience and remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.1-5, ⟨10.1109/IGARSS.2019.8898086⟩
Communication dans un congrès
hal-02285697
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Inferring hidden equations using Quasi-Geostrophic theory guided machine learningEGU 2019 : General Assembly 2019 of the European Geosciences Union, 2019, Vienna, Austria. pp.2019 - 15250
Communication dans un congrès
hal-02285699
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Residual Integration Neural NetworkICASSP 2019 : IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8683447⟩
Communication dans un congrès
hal-02005399
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Learning Constrained Dynamical Embeddings for Geophysical DynamicsCI 2019 : 9th International Workshop on Climate Informatics, 2019, Paris, France
Communication dans un congrès
hal-02285700
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Learning stochastic representations of geophysical dynamicsICASSP 2019 : 44th International Conference on Acoustics, Speech, and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8682929⟩
Communication dans un congrès
hal-02005403
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Approche de type message passing pour la localisation de source en milieu fluctuantXXVIIème Colloque francophone de traitement du signal et des images (GRETSI 2019), Aug 2019, Lille, France
Communication dans un congrès
hal-02330095
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End-to-end learning of optimal interpolators for geophysical dynamicsCI 2019 : 9th International Workshop on Climate Informatics, 2019, Paris, France
Communication dans un congrès
hal-02285701
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Super-résolution et segmentation simultanées d’IRM cérébrales néonatales par réseaux antagonistes génératifsCongrès National d’Imagerie du Vivant (CNIV), 2019, Paris, France
Communication dans un congrès
hal-01978970
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Recurrent Neural Networks with Stochastic Layers for Acoustic Novelty DetectionICASSP 2019 : International Conference on Acoustics, Speech, and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8682901⟩
Communication dans un congrès
hal-02018277
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AT-SEA EXPERIMENTAL EVALUATION OF THE INFLUENCE OF ENVIRONMENTAL FLUCTUATIONS ON THE ACOUSTIC COHERENCE RADIUSUnderwater Acoustics Conference, Jun 2019, Heraklion, Greece
Communication dans un congrès
hal-02330148
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Simultaneous super-resolution and segmentation using a generative adversarial network: Application to neonatal brain MRIInternational Symposium on Biomedical Imaging (ISBI), 2019, Venice, Italy. pp.991-994, ⟨10.1109/ISBI.2019.8759255⟩
Communication dans un congrès
hal-01895163
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Learning differential transport operators for the joint super-resolution of sea surface tracers and prediction of subgrid-scale features.IGARSS 2019 : 2019 IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. ⟨10.1109/IGARSS.2019.8900571⟩
Communication dans un congrès
hal-02285698
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Learning Generalized Quasi-Geostrophic Models Using Deep Neural Numerical ModelsNeurIPS 2019 : 33rd Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada
Communication dans un congrès
hal-02366600
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Deep learning models for geophysical spatio-temporal fields reconstruction50èmes Journées de Statistique, Société Française de Statistique, May 2018, Palaiseau, France
Communication dans un congrès
hal-01883213
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Overview of Fine-scale Multiplatform Experiments in the Southwest Mediterranean Sea: Lessons Learnt in the Last Five Years"25 Years of Progress in Radar Altimetry" Symposium, 2018, Punta Delgada, Azores, Portugal
Communication dans un congrès
hal-01800516
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A Multi-task Deep Learning Architecture for Maritime Surveillance using AIS Data Streams2018 IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2018, Turin, Italy. ⟨10.1109/DSAA.2018.00044⟩
Communication dans un congrès
hal-01808176
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Data-driven and learning-based approaches for the spatiotemporal interpolation of SLA fields from current and future satellite-derived altimeter data"25 Years of Progress in Radar Altimetry" Symposium, 2018, Punta Delgada, Azores, Portugal
Communication dans un congrès
hal-01800511
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Assimilation par Analogues de Données Altimétriques Nadir et SWOT dans la Mer Méditerranée OccidentaleConférence Française de Photogrammétrie et de Télédétection, Jun 2018, Marne-la-Vallée, France
Communication dans un congrès
hal-01867850
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EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic EddiesInternational Geoscience and Remote Sensing Symposium (IGARSS 2018), Jul 2018, Valence, Spain. pp.1764-1767, ⟨10.1109/IGARSS.2018.8518411⟩
Communication dans un congrès
hal-01929509
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Analog data assimilation for along-track nadir and SWOT altimetry data in the Western Mediterranean SeaIEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2018, Valencia, Spain. ⟨10.1109/IGARSS.2018.8519089⟩
Communication dans un congrès
hal-01739800
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An AIS-based Deep Learning Model for Vessel MonitoringNATO CRME Maritime Big Data Workshop, May 2018, La Spezia, Italy
Communication dans un congrès
hal-01863958
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Bilinear residual Neural Network for the identification and forecasting of dynamical systemsEUSIPCO 2018 : European Signal Processing Conference, Sep 2018, Rome, Italy. pp.1-5, ⟨10.23919/EUSIPCO.2018.8553492⟩
Communication dans un congrès
hal-01686766
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Réseaux de neurones artificiels pour la prédiction et la reconstruction de dynamiques océanographiquesCFPT 2018 - Conférence Française de Photogrammétrie et de Télédétection, Jun 2018, Marne-la-Vallée, France. pp.1-3
Communication dans un congrès
hal-01883211
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Neural Networks for Vessel Monitoring Using AIS StreamsOCEANS'18 Charleston, Oct 2018, Charleston, United States
Communication dans un congrès
hal-01863943
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Synergies between SAR and AIS data for the surveillance of the maritime trafficSAR Oceanography workshop, SeaSAR 2018, 2018, Roma, Italy
Communication dans un congrès
hal-01757766
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Sea surface temperature prediction and reconstruction using patch-level neural network representationsIGARSS 2018 : IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valence, Spain. pp.1-4, ⟨10.1109/IGARSS.2018.8519345⟩
Communication dans un congrès
hal-01883209
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Neural network models for spatio-temporal geophysical fields reconstruction : application to sea surface temperatureEGU2018: 20th EGU General Assembly, Apr 2018, Vienne, Austria. pp.17913-2
Communication dans un congrès
hal-01883214
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Non-negative and Sparse Decomposition of Geophysical DynamicsDSE 2017 : Data Science & Environment, Jul 2017, Brest, France
Communication dans un congrès
hal-01614085
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Learning multi-tracer convolutional models for the reconstruction of high-resolution SSH fieldsIGARSS 2017 : IEEE Geoscience And Remote Sensing Symposium, Jul 2017, Fort Wroth, United States. ⟨10.1109/IGARSS.2017.8126981⟩
Communication dans un congrès
hal-01757751
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Strike-Alert: Towards Real-time, High Resolution Navigational Software for Whale AvoidanceSUSTECH 2017 : 5th annual IEEE Conference on Technologies for Sustainability, Nov 2017, Phoenix, United States. ⟨10.1109/SusTech.2017.8333534⟩
Communication dans un congrès
hal-01623903
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Décomposition Non-négative de Dynamiques GéophysiquesGRETSI 2017 : 26ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2017, Juan-Les-Pins, France
Communication dans un congrès
hal-01611337
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Next step for Big Data Infrastructure and Analytics for the Surveillance of the Maritime Traffic from AIS \& Sentinel Satellite Data StreamsBiDS 2017 : Big Data from Space Conference, Nov 2017, Toulouse, France
Communication dans un congrès
hal-01756071
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Non-negative decomposition of geophysical dynamicsESANN 2017 : 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2017, Bruges, Belgium
Communication dans un congrès
hal-01596464
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Brain MRI Super-Resolution using Deep 3D Convolutional NetworksISBI 2017 : IEEE 14th International Symposium on Biomedical Imaging, Apr 2017, Melbourne, Australia. pp.197 - 200, ⟨10.1109/ISBI.2017.7950500⟩
Communication dans un congrès
hal-01596811
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Analog assimilation for high-dimensional geophysical dynamicsDSE 2017 : Workshop on Data Science and Environment, Jul 2017, Brest, France
Communication dans un congrès
hal-01586349
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Spatio-Temporal interpolation of altimeter-derived SSH fields using Analog Data Assimilation: A Case-Study In The South China SeaIGARSS 2017 : IEEE International Geoscience and Remote Sensing Symposium, Jul 2017, Fort Worth, United States. ⟨10.1109/IGARSS.2017.8127625⟩
Communication dans un congrès
hal-01799854
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Investigating SWOT capabilities to detect meso and submesoscale eddies in the western MediterraneanEGU 2017 : 19th EGU General Assembly, Apr 2017, Vienne, Austria
Communication dans un congrès
hal-01609888
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Toward data-driven methods in geophysics: the Analog Data AssimilationEGU 2017 : 19th EGU General Assembly, Apr 2017, Vienne, Austria
Communication dans un congrès
hal-01609890
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Locally-adapted convolution-based super-resolution of irregularly-sampled ocean remote sensing dataICIP 2017 : IEEE International Conference on Image Processing, Sep 2017, Beijing, China. ⟨10.1109/ICIP.2017.8297095⟩
Communication dans un congrès
hal-01735256
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Data-driven assimilation of irregularly-sampled image time seriesICIP 2017 : IEEE International Conference on Image Processing, Sep 2017, Beijing, China. ⟨10.1109/ICIP.2017.8297094⟩
Communication dans un congrès
hal-01757749
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Impact of ocean stratification on small-scale physical oases for pelagic life2017 International Symposium Drivers of dynamics of small pelagic fish resources , Mar 2017, Victoria, Canada
Communication dans un congrès
hal-01609848
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Exploiting ocean observation and simulation big data to improve satellite-derived geophysical products: Analog strategiesBiDS'17: Big Data from Space Conference , Nov 2017, Toulouse, France
Communication dans un congrès
hal-01801014
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Ocean Heat Content Structure Revealed by Un-Supervised Classification of Hydrographic ProfilesOSD 2016 : Ocean Sciences Meeting , Feb 2016, New Orleans, États-Unis
Communication dans un congrès
hal-01345101
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Non-negative decomposition of linear relationships: application to multi-source ocean remote sensing data41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China. pp.4179-4183, ⟨10.1109/ICASSP.2016.7472464⟩
Communication dans un congrès
hal-01298201
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An Exemplar-based Hidden Markov Model framework for nonlinear state-space modelsEUSIPCO 2016 : European Signal Processing Conference, Aug 2016, Budapest, Hungary. pp.1 - 5, ⟨10.1109/EUSIPCO.2016.7760667⟩
Communication dans un congrès
hal-01444213
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Texture synthesis guided by a low-resolution imageWorkshop, IEEE Image Video and Multidimensional Signal Processing (IVMSP), Jul 2016, Bordeaux, France. pp.1 - 5, ⟨10.1109/IVMSPW.2016.7528183⟩
Communication dans un congrès
hal-01444096
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Seabed Classification using a steerable Multibeam Eco SounderOCEANS 2016 - Monterey : MTS/IEEE international conference, Sep 2016, Monterey, United States. pp.1 - 4, ⟨10.1109/OCEANS.2016.7761020⟩
Communication dans un congrès
hal-01444309
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Spatio-temporal interpolation of Sea Surface Temperature using high resolution remote sensing dataOCEANS 2014 - St John's : MTS/IEEE international conference, Sep 2014, St. John'S, Canada. pp.1 - 4, ⟨10.1109/OCEANS.2014.7002988⟩
Communication dans un congrès
hal-01188863
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Missing data super-resolution using non-local and statistical priorsICIP 2015 : IEEE International Conference on Image Processing, Sep 2015, Québec, Canada. pp.676 - 680, ⟨10.1109/ICIP.2015.7350884⟩
Communication dans un congrès
hal-01271182
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Non-Local Super-resolution of Missing Data in Multi-sensor Observations of Sea Surface Geophysical FieldsIGARSS 2015: IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, Italy. pp.TUP.PJ.8
Communication dans un congrès
hal-01292234
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Non-parametric Ensemble Kalman methods for the inpainting of noisy dynamic texturesICIP 2015 : IEEE International Conference on Image Processing, Sep 2015, Québec City, Canada. pp.2488-2492, ⟨10.1109/ICIP.2015.7351615⟩
Communication dans un congrès
hal-01271173
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The analog data assimilation: application to 20 years of altimetric dataCI 2015 : 5th International Workshop on Climate Informatics, Sep 2015, Boulder, United States. pp.1 - 2, ⟨10.13140/RG.2.1.4030.5681⟩
Communication dans un congrès
hal-01356222
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Fishing Gear Recognition from VMS data to Identify Illegal Fishing Activities in IndonesiaOCEANS 2015 - Genova : MTS/IEEE international conference, May 2015, Gênes, Italy. pp.1 - 5, ⟨10.1109/OCEANS-Genova.2015.7271551⟩
Communication dans un congrès
hal-01236725
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A synergy study between SST, Chl-a and altimeters to improve surface geostrophic currentsCOSPAR 2014 : the 40th COmmittee on SPAce Research scientific assembly, Aug 2014, Moscou, Russia
Communication dans un congrès
hal-01172737
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Fine-scale dynamics shape the seascape from zooplankton to seabirdsICES ASC 2014 : Annual Science Conference of the The International Council for the Exploration of the Sea, Sep 2014, La Corogne, Spain
Communication dans un congrès
hal-01068215
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The Analog Ensemble Kalman Filter and SmootherCI 2014 : 4th International Workshop on Climate Informatics, Sep 2014, Boulder, United States
Communication dans un congrès
hal-01188825
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Ocean surface current retrieval using a non homogeneous Markov-switching multi-regime modelICIP 2014 : 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.2968 - 2972, ⟨10.1109/ICIP.2014.7025600⟩
Communication dans un congrès
hal-01188818
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Validation data: keystone to move state-space models for movements to operational models for fisheries and marine ecologyISEC'2014 : International Statistical Ecology Conference, Jul 2014, Montpellier, France
Communication dans un congrès
hal-01865154
v1
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Champs Gaussiens conditionnels pour la modélisation inter-échelle de textures : Application à la super-résolution en télédétection satellitaire de l'océanReconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, France
Communication dans un congrès
hal-00990979
v1
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Supervised vs. non-supervised hidden semi-Markov modeling for inferring behavioral modes from movement pathsISEC 2014 : International Statistical Ecology Conference, Jul 2014, Montpellier, France
Communication dans un congrès
hal-01068082
v1
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Less-than-daily growth increment formation in fish larvae otoliths: Exploring mechanisms with a bioenergetic modelling approach applied to Atlanto-Iberian sardine (Sardina pilchardus)IOS 2014 : 5th International Otolith Symposium, Nov 2014, Mallorca, Spain
Communication dans un congrès
hal-01864528
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Statistical emulation of high resolution SAR wind fields from low-resolution model predictionsIGARSS 2014 : IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec, Canada. pp.3914 - 3917, ⟨10.1109/IGARSS.2014.6947340⟩
Communication dans un congrès
hal-01188841
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Hidden surface dynamical modes and SSH retrievals from a joint analysis of altimetry and microwave SSTIGARSS 20104 : IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec, Canada. pp.5123 - 5125, ⟨10.1109/IGARSS.2014.6947650⟩
Communication dans un congrès
hal-01188830
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Spatio-temporal segmentation of mesoscale ocean surface dynamics using satellite dataOCEANS 2013 : proceedings of the MTS/IEEE Bergen, Jun 2013, Bergen, Norway. pp.1 - 5, ⟨10.1109/OCEANS-Bergen.2013.6608171⟩
Communication dans un congrès
hal-00947670
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Interpolated swell fields from SAR measurementsOCEANS 2013 : proceedings of the MTS/IEEE San Diego Conference, Sep 2013, San Diego, United States. pp.1-4
Communication dans un congrès
hal-00958440
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Spatio-temporal segmentation and estimation of ocean surface currents from satellite sea surface temperature fieldsICIP 2013 : 20 th IEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.2344 - 2348, ⟨10.1109/CIP.2013.6738483⟩
Communication dans un congrès
hal-00946865
v1
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Random walk models for geometry-driven image super-resolutionICASSP 2013 : 38th International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. pp.2207 - 2211, ⟨10.1109/ICASSP.2013.6638046⟩
Communication dans un congrès
hal-00960533
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Understanding the spatial dynamics of European sea bass: new insights on seasonal migration patterns from electronic tagging off the coast of west BrittanyICES ASC 2013 : Annual Science Conference of the The International Council for the Exploration of the Sea, Sep 2013, Reykjavick, Iceland
Communication dans un congrès
hal-00984688
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Routine acoustic data as new tools for a 3D vision of the abiotic and biotic components of marine ecosystem and their interactionsRIO Acoustics 2013 : IEEE/OES Acoustics in Underwater Geosciences Symposium, Jul 2013, Rio De Janeiro, Brazil
Communication dans un congrès
hal-00846738
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Acoustics show how high frequency physical features structure the oceanscape and shape the distribution of zooplankton and fish.ICES 2013 : Fisheries Acoustic Science and Technology Working Group, Apr 2013, San Sebastian, Spain
Communication dans un congrès
hal-00942446
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Vers une modélisation de la formation structurelle de l’otolitheColloque National de Sclérochronologie 2013, Jul 2013, Rennes, France
Communication dans un congrès
hal-01110275
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Do foragers move Lévy or not ? Let Generalized Pareto decideISEC 2012: the 3rd International Statistical Ecology Conference, Jul 2012, Krokkleiva, Norway
Communication dans un congrès
hal-00809243
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Characterization of ocean dynamics from SSH and SSTESA/GlobCurrent User Consultation Meeting, Mar 2012, Brest, France
Communication dans un congrès
hal-00809284
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Do foragers move Lévy or not? Let Generalized Pareto decideISEC 2012: the 3rd International Statistical Ecology Conference, Jul 2012, Krokkleiva, Norway
Communication dans un congrès
hal-00809241
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Analyse multi-échelle de la géométrie des courbes planesRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3
Communication dans un congrès
hal-00656510
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Reconstruction of velocities and SST with the variational methodESA/GlobCurrent User Consultation Meeting, Mar 2012, Brest, France
Communication dans un congrès
hal-00857668
v1
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Interpolation de données manquantes dans des séquences multi-modales d'images géophysiques satellitairesRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3
Communication dans un congrès
hal-00656503
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Multi-resolution data assimilation for missing data interpolation in geophysical sequencesIGARSS 2012: 32th IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Allemagne. pp.1010 - 1013, ⟨10.1109/IGARSS.2012.6351231⟩
Communication dans un congrès
hal-00809179
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How to reveal the multiscale patterns exhibited by animal trajectories ?ISEC 2012: the 3rd International Statistical Ecology Conference, Jul 2012, Krokkleiva, Norway
Communication dans un congrès
hal-00809217
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Modeling behavioral modes in foraging movementISEC 2012: the 3rd International Statistical Ecology Conference, Jul 2012, Krokkleiva, Norway
Communication dans un congrès
hal-00809233
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Visual sonar textures as realizations of log-gaussian Cox processes of visual key pointsICASSP 2011: 36th International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic
Communication dans un congrès
hal-00623236
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Multivariate log-gaussian Cox process for recognizing natural scene categoriesICIP 2011: IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium
Communication dans un congrès
hal-00626654
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Visual textures as realizations of multivariate log-gaussian Cox processesCVPR 2011: 24th IEEE Conference on Computer Vision and Pattern Recognition, Jun 2011, Colorado Springs, United States
Communication dans un congrès
hal-00623235
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Prévision de trajectoires de cyclones à l'aide de forêts aléatoires avec arbres de régressionConférence internationale francophone sur l'extraction et la gestion des connaissances, Jan 2011, Brest, France. pp.623-634
Communication dans un congrès
hal-00632779
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Multi-resolution missing data interpolation in SST Image SeriesIEEE International Conference on Image processing, Sep 2011, Bruxelles, Belgique
Communication dans un congrès
hal-01196960
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Weakly supervised learningCLADAG 2011: 8th international meeting of the classification and data analysis group of the italian statistical society, Sep 2011, Pavia, Italy
Communication dans un congrès
hal-00626510
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Apprentissage itératif pour une connaissance a priori des labelsEGC 2011 : 11ème conférence Internationale francophone sur l'extraction et la gestion des connaissances, Jan 2011, Brest, France
Communication dans un congrès
hal-00623232
v1
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Invariant descriptors of sonar textures from spatial statistics of local featuresICASSP'2010 : proceedings of the 35th International Conference on Acoustics, Speech and Signal Processing, Mar 2010, Dallas, United States
Communication dans un congrès
hal-00472879
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Weakly supervised classification of objects in images using soft random forestsEuropean Conference on Computer Vision, Sep 2010, Heraklion, Greece. pp.185 - 198, ⟨10.1007/978-3-642-15561-1_14⟩
Communication dans un congrès
hal-00540452
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Descriptors for sea surface temperature front regularity characterizationIGARSS'2010: IEEE International symposium on Geoscience and Remote Sensing, Jul 2010, Honolulu, United States
Communication dans un congrès
hal-00565827
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Weakly supervised learning with decision trees applied to fisheries acousticsICASSP'2010: IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2010, Dallas, United States
Communication dans un congrès
hal-00725046
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Statistiques spatiales de points d'intérêt pour la reconnaissance invariante de texturesRFIA'2010 : 17ème congrès AFRIF-AFIA en reconnaissance des formes et intelligence artificielle, Jan 2010, Caen, France
Communication dans un congrès
hal-00472881
v1
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Méthodes d'apprentissage faiblement supervisé : arbres de décision et classification itérative17ème congrès AFRIF-AFIA en Reconnaissance des Formes et Intelligence Artificielle, Jan 2010, Caen, France
Communication dans un congrès
hal-00473715
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Variational fronts tracking in sea surface temperature imagesICIP 2010 : IEEE International Conference on Image Processing, Sep 2010, Hong Kong, Hong Kong SAR China
Communication dans un congrès
hal-01196904
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Variational data assimilation for missing data interpolation in SST images.IGARSS'2010 : IEEE International symposium on Geoscience and Remote Sensing, Jul 2010, Honolulu, États-Unis
Communication dans un congrès
hal-00724799
v1
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Suivi de cibles radar dans l'espace temps-fréquence par filtrage particulaire appliqué à la fonction d'inter-ambiguïtéGRETSI'09 : symposium on signal and image processing, Sep 2009, Dijon, France
Communication dans un congrès
hal-00498381
v1
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Variational 1D signal registration and shape geodesics for shape classification: Application to marine biological archivesDSP'2009 : The 16th International Conference on Digital Signal Processing, Jul 2009, Santorini, Greece. pp.1 - 6, ⟨10.1109/ICDSP.2009.5201203⟩
Communication dans un congrès
hal-01110437
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SHAPE GEODESICS FOR BOUNDARY-BASED OBJECT RECOGNITION AND RETRIEVALICIP'2009 : The 16th IEEE International Conference on Image Processing, Nov 2009, Cairo, Egypt
Communication dans un congrès
hal-01110624
v1
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Combining image-level and object-level inference for weakly supervised object recognition. Application to fisheries acousticsICIP 2009 : IEEE International Conference on Image Processing, Nov 2009, Cairo, Egypt
Communication dans un congrès
hal-00460186
v1
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Classification et apprentissage faiblement supervisé en acoustique halieutiqueXXIIe colloque GRETSI : Groupe de Recherche et d'Etudes du Traitement du Signal, Nov 2009, Dijon, France
Communication dans un congrès
hal-00436434
v1
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Recalage de signaux et d'images : Application à l'analyse d'otolithe de poissonORASIS'09 - Congrès des jeunes chercheurs en vision par ordinateur, 2009, Trégastel, France, France
Communication dans un congrès
inria-00404614
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Weakly supervised classification with bagging in fisheries acousticsWISP 2009 : IEEE International symposium on Intelligent Signal Processing, Aug 2009, Budapest, Hungary. pp.143 - 146
Communication dans un congrès
hal-02141158
v1
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Target tracking in the time-frequency domain for a driving aid applicationITST'09 : 9th International Conference on Intelligent Transport Systems Telecommunication, Oct 2009, Lille, France
Communication dans un congrès
hal-02282865
v1
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Weakly supervised learning using proportion-based information : an application to fisheries acousticsICPR 2008 : 19th international conference on Pattern Recognition, Dec 2008, Tampa, United States. pp.1 - 4, ⟨10.1109/ICPR.2008.4761065⟩
Communication dans un congrès
hal-01250428
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Automatic fish school classification for acoustic sensing of marine ecosystemsOceans'08, Sep 2008, Québec, Canada
Communication dans un congrès
hal-02162329
v1
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Fast marching and acoustic descriptors based method for fish proportion interpolationMTS/IEEE Oceans 08, Sep 2008, Québec, Canada
Communication dans un congrès
hal-02162254
v1
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Otolith image by computer vision : extractopn growth rings and recovering shape evolution of accretionary structuresBiosignals 2008 : International Conference on Bio-Inspired Signal Processing Systems31, Jan 2008, Funchal, Portugal
Communication dans un congrès
hal-02344360
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Détection a contrario multi-modale de structures curvilinéaireRFIA'2008 : 15ème congrès francophone AFRIF-AFIA de reconnaissance des formes et intelligence artificielle, Jan 2008, Amiens, France. pp.1 - 8
Communication dans un congrès
hal-02344352
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Non-rigid registration of fish otolith imagesVIIP'2008 : 8th IASTED International Conference on Visualization, Imaging and Image Processing, Sep 2008, Palma De Mallorca, Spain. pp.630-126
Communication dans un congrès
hal-02162275
v1
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Non-rigid registration of shape sequence images: Applications to biological and medical imagesICSP'08 : 9th International Conference on Signal Processing, Oct 2008, Pékin, China. pp.828 - 831, ⟨10.1109/ICOSP.2008.4697256⟩
Communication dans un congrès
hal-01110628
v1
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Probabilistic models for inferring species mixture from acoustic data in a multi-specific envionmentICES'08: 6th Ecosystem approach with fisheries acoustics and complementary technologies (SEAFACTS), Jun 2008, Bergen, Norway
Communication dans un congrès
hal-02162028
v1
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Diel rhythm in diving behaviour of european hake and associated thermal changes revealed by archival tagging2nd international symposium on tagging and tracking marine fish with electronic devices, Oct 2007, San Sebastian, Espagne
Communication dans un congrès
hal-02344306
v1
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How to decode individual fish movements archived by fish otoliths? A bayesian perspective1st International Sclerochronology Conference, Jul 2007, Saint Petersbourg, Russia
Communication dans un congrès
hal-02344303
v1
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Unsupervised region-based image segmentation using texture statistics and level-set methodsWISP'07 : IEEE international symposium on intelligent signal processing, Oct 2007, Alcala De Henares, Spain
Communication dans un congrès
hal-02165261
v1
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Characterization and quantification of organic and mineral contents of fish otoliths using micro-Raman spectrometry : application to european hake1st International Sclerochronology Conference, Jul 2007, Saint Petersbourg, Russia
Communication dans un congrès
hal-02344301
v1
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Segmentation de textures par une approche combinée contours actifs basés région et distributions de co-occurrenceISIVC 2006 : 3d international symposium on image/video communications over fixed and mobile networks, Sep 2006, Hammamet, Tunisie
Communication dans un congrès
hal-02167908
v1
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Unsupervised calibrated sonar imaging for seabed observation using hidden Markov random fieldsICASSP 2006 : IEEE International Conference on Acoustics, Speech and Signal Processing, May 2006, Toulouse, France. pp.693 - 696, ⟨10.1109/ICASSP.2006.1660468⟩
Communication dans un congrès
hal-02344294
v1
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Interpolating orientation fields : an axiomatic approachECCV'06 : 9th European Conference on Computer Vision, May 2006, Graz, Austria. pp.241 - 254, ⟨10.1007/11744085_19⟩
Communication dans un congrès
hal-02344280
v1
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Separability-based kullback divergence weighting and filter selection for texture classification and segmentationICPR'06 : 18th International Conference on Pattern Recognition, Aug 2006, Hong-Kong, Chine
Communication dans un congrès
hal-02166986
v1
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Orientation interpolation and applicationsICIP 2006 : 13th IEEE International conference on Image Processing, Oct 2006, Atlanta, United States. pp.1561 - 1564, ⟨10.1109/ICIP.2006.312605⟩
Communication dans un congrès
hal-02344272
v1
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Region based and incidence dependent segmentation of seabed sonar images using a level set approach combined to local texture statisticsOceans'06, Asia Pacific IEEE conference, May 2006, Singapour, Singapour
Communication dans un congrès
hal-02166383
v1
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Region-based image segmentation using texture statistics and level-set methodsICASSP 2006 : IEEE international conference on Acoustics, Speech and Signal Processing, May 2006, Toulouse, France. pp.817 - 820, ⟨10.1109/ICASSP.2006.1660437⟩
Communication dans un congrès
hal-02165912
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Variational level-set reconstruction of accretionary morphogenesis from images.ICIP 2006 : 13th IEEE International conference on Image Processing, Oct 2006, Atlanta, United States. pp.221 - 224, ⟨10.1109/ICIP.2006.312465⟩
Communication dans un congrès
hal-02344289
v1
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Speckle denoising using a variational multi-wavelet approach.Oceans 2005 - Europe : IEEE conference, Jun 2005, Brest, France. pp.539 - 544, ⟨10.1109/OCEANSE.2005.1511772⟩
Communication dans un congrès
hal-02341817
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Variational multi-wavelet restoration of noisy imagesICIP 2005 : IEEE International Conference on Image Processing, Sep 2005, Genova, Italy. pp.305 - 308, ⟨10.1109/ICIP.2005.1530389⟩
Communication dans un congrès
hal-02344402
v1
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Sélection de statistiques de co-occurrence pour la classification des texturesTAIMA 2005, Sep 2005, Hammamet, Tunisie
Communication dans un congrès
hal-02170259
v1
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Statistical discrimination of seabed textures in sonar images using concurence statisticsOceans 2005, Jul 2005, Brest, France. pp.605 - 610, ⟨10.1109/OCEANSE.2005.1511783⟩
Communication dans un congrès
hal-02170199
v1
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Extraction and interpretation of ring structures in images of biological hard tissues: application to fish age and growth estimation.ICIP 2005 : IEEE International Conference on Image Processing, Sep 2005, Gênes, Italy. pp.830 - 833, ⟨10.1109/ICIP.2005.1530184⟩
Communication dans un congrès
hal-02341805
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Automatic fish ageing from otolith images using statistical learning.ICPR 2004 : 17th International Conference on Pattern Recognition, Aug 2004, Cambridge, United States. pp.503 - 506, ⟨10.1109/ICPR.2004.1333821⟩
Communication dans un congrès
hal-02341800
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The dense estimation of motion and appearanceIVR'04 : IEEE workshop on image and video registration, Jun 2004, Washington, United States
Communication dans un congrès
hal-02341793
v1
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Multiscale segmentation of textured sonar images using cooccurence statisticsICIP'04 : International Conference on Image Processing, Oct 2004, Singapour, Singapore. pp.3-1691 - 3-1694, ⟨10.1109/ICIP.2004.1421397⟩
Communication dans un congrès
hal-02172773
v1
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Combining the extraction of partial 2D rings within otolith images and statistical growth modeling for the Bayesian estimation of fish age and growth3rd international symposium on fish otolith research and application, Jul 2004, Townsville, Australia
Communication dans un congrès
hal-02341785
v1
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Automatic morphological detection of otolith nucleusICPR 2004 : 17th International Conference on Pattern Recognition, Aug 2004, Cambridge, United Kingdom. pp.606 - 609, ⟨10.1109/ICPR.2004.1334602⟩
Communication dans un congrès
hal-02341789
v1
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Robust time-frequency model estimation in otolith images for fish age and growth analysisICIP 2003 : IEEE International Conference on Image Processing, Sep 2003, Barcelone, Spain. pp.593 - 596, ⟨10.1109/ICIP.2003.1247314⟩
Communication dans un congrès
hal-02283315
v1
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Analyse et modélisation temps-fréquence robuste appliquées à l'interprétation de pièces calcifiées.17ème colloque GRETSI sur le traitement du signal et des images, Sep 2003, Paris, France. pp.499 - 502
Communication dans un congrès
hal-02341764
v1
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Robust statistical registration of 3D ultrasound images using texture informationICIP 2003 : IEEE International Conference on Image Processing, Sep 2003, Barcelone, Spain. pp.581 - 584, ⟨10.1109/ICIP.2003.1247028⟩
Communication dans un congrès
hal-02341744
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Extraction of regions of interest based on motion activity for video retrieval with partial queryIPMU 2002 : 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jul 2002, Annecy, France
Communication dans un congrès
hal-02341643
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Création de résumés vidéos par une approche statistiqueRFIA 2002 : 13ème congrès francophone AFRIF-AFIA de reconnaissance des formes et intelligence artificielle, Jan 2002, Angers, France. pp.153 - 162
Communication dans un congrès
hal-02341682
v1
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Automatic detection and tracking of human motion with a view-based representation7th European Conference on Computer Vision (ECCV 2002), May 2002, Copenhague, Denmark. pp.476 - 491, ⟨10.1007/3-540-47969-4_32⟩
Communication dans un congrès
hal-02283305
v1
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Étiquetage statistique d'un graphe de régions pour la détection d'objets mobiles dans des séquences d'images couleur.17ème colloque GRETSI sur le traitement du signal et des images, Sep 2002, Vannes, France. pp.499 - 502
Communication dans un congrès
hal-02341707
v1
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Modélisation statistique non paramétrique et reconnaissance du mouvementRFIA'2002 : 13ème congrès francophone AFRIF-AFIA de reconnaissance des formes et intelligence artificielle, Jan 2002, Angers, France. pp.549 - 558
Communication dans un congrès
hal-02341663
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Video Hyper-link Creation for Content-Based Browsing and NavigationEuropean Workshops on Content-Based Multimedia Indexing (CBMI'99), Oct 1999, Toulouse, France
Communication dans un congrès
inria-00548319
v1
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Statistical modeling for motion-based video classification and retrievalMMCBIR'2001 : multimedia content-based indexing and retrieval, Sep 2001, Rocquencourt, France
Communication dans un congrès
hal-02341629
v1
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MRF-based moving object detection from MPEG coded videoICIP 2001 : IEEE International Conference on Image Processing, Oct 2001, Thessalonique, Greece. pp.402 - 405, ⟨10.1109/ICIP.2001.958136⟩
Communication dans un congrès
hal-02283275
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Motion recognition using spatio-temporal random walks in sequence of 2D motion-related measurementsICIP 2001 : IEEE International Conference on Image Processing, October 7-10, Thessalonique, Greece, Oct 2001, Thessalonique, Greece. pp.652 - 655, ⟨10.1109/ICIP.2001.958203⟩
Communication dans un congrès
hal-02283280
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Statistical motion-based retrieval with partial queryVisual 2000 : 4th international conference on visual information systems, novembre, Lyon, France, Nov 2000, Lyon, France. pp.96 - 107
Communication dans un congrès
hal-02341618
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Statistical motion-based video indexing and retrievalRIAO'2000 : conference on content-based multimedia information acces, Apr 2000, Paris, France. pp.602 - 619
Communication dans un congrès
hal-02283233
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Statistical motion-based object indexing using optic flow fieldICPR 2000: 15th international conference on pattern recognition, Sep 2000, Barcelone, Spain. pp.287-290, ⟨10.1109/ICPR.2000.902915⟩
Communication dans un congrès
hal-02283239
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Moving object detection in color image sequences using region-level graph labelingICIP'99 : Proceedings of the 6th IEEE international conference on image processing, Oct 1999, Kobe, Japan. pp.939 - 943, ⟨10.1109/ICIP.1999.823036⟩
Communication dans un congrès
hal-02341557
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Motion-based feature extraction and ascendant hierarchical classification for video indexing and retrievalVisual'99 : proceedings of the 3rd international conference on visual information systems, Jun 1999, Amsterdam, Netherlands. pp.221 - 228
Communication dans un congrès
hal-02341564
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Motion segmentation and cloud tracking on noisy infrared image sequencesVCIP'99 : SPIE visual communications and image processing, Jan 1999, San Jose, United States. pp.1277 - 1286, ⟨10.1117/12.334635⟩
Communication dans un congrès
hal-02341583
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Motion characterization from temporal cooccurrences of local motion-based measures for video indexingICPR'98 : international conference on pattern recognition, Aug 1998, Brisbane, Australia. pp.905 - 908, ⟨10.1109/ICPR.1998.711298⟩
Communication dans un congrès
hal-02341550
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Assessing data assimilation techniques with deep learning-based eddy detectionEuropean Geosciences Union General Assembly 2024, Apr 2024, Vienne, Austria. 2024, ⟨10.5194/egusphere-egu24-17320⟩
Poster de conférence
hal-04503079
v1
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Neural SPDE solver for uncertainty quantification in high-dimensional ocean dynamics2024 - 55th International Liege Colloquium on Ocean Dynamics, May 2024, Liège (B), Belgium. pp.1-1, 2024
Poster de conférence
hal-04675414
v1
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Data-Driven Reconstruction of Sea Surface Turbidity Dynamics with 4dVarNet Neural Scheme Applied To Gappy Satellite ImagesIGARSS 2023: IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, CA, United States. IEEE, pp.4025-4027, 2023, IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium. ⟨10.1109/IGARSS52108.2023.10281712⟩
Poster de conférence
hal-04363492
v1
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Sparse SPDE priors for uncertainty quantification of neural variational schemesISDA 2023: 23rd International Conference on Intelligent Systems Design and Applications, Oct 2023, Bologne (ITA), Italy. 2023
Poster de conférence
hal-04236738
v1
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Spatial multi-modality as a way to improve both performance and interpretability of deep learning models to reconstruct phytoplankton time-series in the global oceanEGU General Assembly 2022, May 2022, Vienna, Austria
Poster de conférence
hal-04231217
v1
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End-To-End Kalman Filter In A High Dimensional Linear Embedding Of The ObservationsCI'2022: 11th International Conference on Climate Informatics, May 2022, Asheville (North carolina), United States
Poster de conférence
hal-04231191
v1
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Enriching movement ecology of marine top predators with Generative Adversarial NetworksOcean Science Meeting 2022, Feb 2022, Online everywhere, United States
Poster de conférence
hal-04231222
v1
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4DVarNet: end-to-end learning of multimodal 4DVar models and solvers applied to sea surface dynamics.Ocean Science Meeting, Feb 2022, Online everywhere, United States
Poster de conférence
hal-04231225
v1
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Decreasing the rain-induced wind speed overestimation on SAR observations.CI'2022: 11th International Conference on Climate Informatics, May 2022, Asheville (North carolina), United States
Poster de conférence
hal-04231182
v1
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Neural embedding for closure modelsCI'2022: 11th International Conference on Climate Informatics, May 2022, Asheville (North carolina), United States
Poster de conférence
hal-04231187
v1
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Learning Variational DA models and solvers with uncertainty quantification.CI'2022: 11th International Conference on Climate Informatics, May 2022, Asheville (North carolina), United States
Poster de conférence
hal-04231195
v1
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Learning quasi-geostrophic turbulence parametrizations from a posteriori metrics.EGU General Assembly 2022, May 2022, Vienna, Austria
Poster de conférence
hal-04231209
v1
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Analog forecasting (AnDA) and large-ensemble ocean simulations to improve satellite-derived gridded productsOceanPredict '19 - GODAE OceanView Symposium, May 2019, Halifax, Canada. pp.1
Poster de conférence
hal-02156704
v1
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3DA: Data-Driven Data Assimilation Applications to the Lorenz system and simulated sea surface heightsEGU 2019 : European Geosciences Union, Apr 2019, Vienna, Austria. pp.1
Poster de conférence
hal-02108347
v1
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Analog data assimilation of along-track nadir and SWOT altimetry observations in the Western Mediterranean SeaEuropean Geosciences Union (EGU) General Assembly, Apr 2018, Vienne, Austria
Poster de conférence
hal-01739799
v1
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Seabird drift as a proxy to estimate surface currents in the western Mediterranean?EGU 2017 : 19th EGU General Assembly, Apr 2017, Vienne, Austria
Poster de conférence
hal-01609879
v1
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Non-negative Decomposition of Geophysical DynamicsGODAE OceanView International School 2017, Oct 2017, Palma, Spain
Poster de conférence
hal-01739801
v1
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Next Step for Big Data Infrastructure and Analytics for the Surveillance of the Maritime Traffic from AIS & Sentinel Satellite Data Streams BiDS' 2017 - Conference on Big Data from Space, Nov 2017, Toulouse, France. pp.1-4
Poster de conférence
hal-01671323
v1
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Using archived datasets for missing data interpolation in ocean remote sensing observation seriesOCEANS 2016 - Shangai : MTS/IEEE international conference, Apr 2016, Shanghai, China. IEEE/MTS, pp.1 - 6, ⟨10.1109/OCEANSAP.2016.7485433⟩
Poster de conférence
hal-01355266
v1
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Non-negative Decomposition of Sea Surface Dynamics from Multi-source Ocean Remote Sensing DataACO 2016 : A connected ocean: new approaches, new technologies, new challenges for knowledge of ocean processes, Oct 2016, Brest, France. 52, 2016
Poster de conférence
hal-01611018
v1
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Seabirds foraging within random forestsISEC 2014 : International Statistical Ecology Conference, Jul 2014, Montpellier, France. 2014
Poster de conférence
hal-01068083
v1
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A HMM-based model to geolocate pelagic fish from high-resolution individual temperature and depth histories: European sea bass as a case studyBLS5 2014 : 5th Bio-logging Scientific Symposium, Sep 2014, Strasbourg, France. 2014
Poster de conférence
hal-01068085
v1
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Detection of linear trends in multisensor time series in the presence of auto- correlated noise: application to the chlorophyll-a SeaWiFS and MERIS datasets and extrapolation to the incoming Sentinel 3 - OLCI missionIOCS 2013 : International Ocean Colour Science Meeting, May 2013, Darmstadt, Germany. 2013
Poster de conférence
hal-00960526
v1
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Analysis of Sea Surface Temperature Variability Using Machine LearningChapron, B., Crisan, D., Holm, D., Mémin, E., Radomska, A. (eds) Stochastic Transport in Upper Ocean Dynamics II. STUOD 2022. Part of the Mathematics of Planet Earth book series (MPE,volume 11). Springer, Cham. Print ISBN 978-3-031-40093-3 Online ISBN 978-3-031-40094-0, https://doi.org/10.1007/978-3-031-40094-0_11. pp.247-260, pp.247-260, 2024, ⟨10.1007/978-3-031-40094-0_11⟩
Chapitre d'ouvrage
hal-04309728
v1
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OCEANS OF BIG DATA AND ARTIFICIAL INTELLIGENCEOceans. CSIC scientific challenges towards 2030., pp.163-179, 2021
Chapitre d'ouvrage
hal-03372264
v1
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Combining analog method and ensemble data assimilation: application to the Lorenz-63 chaotic systemMachine Learning and Data Mining Approaches to Climate Science: proceedings of the 4th International Workshop on Climate Informatics, Springer, pp.3-12, 2015, 978-3-319-17219-4. ⟨10.1007/978-3-319-17220-0_1⟩
Chapitre d'ouvrage
hal-01202496
v1
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Weakly supervised learning: application to fish school recognitionNew advances in intelligent signal processing, vol. 372, Springer, pp.203 - 223, 2011, "Studies in computational intelligence", 978-3-642-11738-1. ⟨10.1007/978-3-642-11739-8_10⟩
Chapitre d'ouvrage
hal-00626656
v2
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New descriptors for image and video indexingState-of-the-art in content-based image and video retrieval, Kluwer Academic Publishers, pp.213 - 234, 2001, Computational imaging and vision, 1-4020-0109-6
Chapitre d'ouvrage
hal-02283252
v1
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Corrigendum: Reconstructing global chlorophyll-a variations using a non-linear statistical approachAutre publication scientifique hal-04650259 v1 |
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DOA estimation in fluctuating environments: an approximate message-passing approach[Research Report] ENSTA Bretagne; Lab-STICC. 2017
Rapport
(rapport de recherche)
hal-01624855
v7
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Brève introduction à la fouille de grandes bases de données océaniques[Rapport de recherche] Dépt. Logique des Usages, Sciences Sociales et de l'Information (Institut Mines-Télécom-Télécom Bretagne-UEB); Dépt. Signal et Communications (Institut Mines-Télécom-Télécom Bretagne-UEB); Laboratoire de Physique des Océans (UMR CNRS 6523 - IFREMER - Université de Bretagne Occidentale); Centre de données d'Archivage et de Traitement du Laboratoire d'Océanographie Spatiale (IFREMER); Laboratoire en sciences et technologies de l'information, de la communication et de la connaissance (UMR CNRS 6285 - Télécom Bretagne - Université de Bretagne Occidentale - Université de Bretagne Sud). 2014, pp.14
Rapport
(rapport de recherche)
hal-01185117
v1
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Fouille de grandes bases de données océaniques : nouveaux défis et solutions.[Rapport de recherche] Dépt. Logique des Usages, Sciences Sociales et de l'Information (Institut Mines-Télécom-Télécom Bretagne-UEB); Laboratoire de Physique des Océans (UMR CNRS 6523 - IFREMER - Université de Bretagne Occidentale); Dépt. Signal et Communications (Institut Mines-Télécom-Télécom Bretagne-UEB); Centre de données d'Archivage et de Traitement du Laboratoire d'Océanographie Spatiale (IFREMER); Laboratoire en sciences et technologies de l'information, de la communication et de la connaissance (UMR CNRS 6285 - Télécom Bretagne - Université de Bretagne Occidentale - Université de Bretagne Sud). 2014, pp.12
Rapport
(rapport de recherche)
hal-01185121
v1
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Can we model otolith growth and opacity patterns as a response to environmental factors and fish metabolism ? A DEB-based framework[Research Report] University of California (University of California); Department of biology (University of Bergen); Laboratoire des sciences de l'environnement marin (UMR CNRS 6539 - Institut Universitaire Européen de la Mer (IUEM) - Université de Bretagne Occidentale (UBO) - Institut de Recherche pour le Développement (IRD)); Centre for Environment, Fisheries & Aquaculture Science (Centre for Environment, Fisheries & Aquaculture Science); National Institute of Aquatic Resources, Technical University of Denmark (National Institute of Aquatic Resources, Technical University of Denmark); Vrje Universiteit, Department of theoretical biology (Vrje Universiteit, Department of theoretical biology); Institut français de recherche pour l'exploitation de la mer (IFREMER); Laboratoire en sciences et technologies de l'information, de la communication et de la connaissance (UMR CNRS 6285 - Télécom Bretagne - Université de Bretagne Occidentale - Université de Bretagne Sud - ENSTA Bretagne - Ecole Nationale d'ingénieurs de Brest). 2009, pp.23
Rapport
(rapport de recherche)
hal-02161361
v1
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Non Parametric Statistical Analysis of Scene Activity for Motion-Based Video Indexing and Retrieval[Research Report] RR-4005, INRIA. 2000
Rapport
(rapport de recherche)
inria-00072639
v1
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Des otolithes aux satellites : méthodes et applications du traitement du signal et des images pour l'observation de l'océanTraitement du signal et de l'image [eess.SP]. Université de bretagne occidentale, 2012
HDR
tel-00693172
v1
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