| Multiscale brain MRI super-resolution using deep 3D convolutional networks CH Pham, C Tor-Díez, H Meunier, N Bednarek, R Fablet, N Passat, ... Computerized Medical Imaging and Graphics 77, 101647, 2019 | 472 | 2019 |
| Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review S Cheng, C Quilodrán-Casas, S Ouala, A Farchi, C Liu, P Tandeo, ... IEEE/CAA Journal of Automatica Sinica 10 (6), 1361-1387, 2023 | 294 | 2023 |
| Altimetry for the future: Building on 25 years of progress S Abdalla, AA Kolahchi, M Ablain, S Adusumilli, SA Bhowmick, ... Advances in Space Research 68 (2), 319-363, 2021 | 267 | 2021 |
| EddyNet: A deep neural network for pixel-wise classification of oceanic eddies R Lguensat, M Sun, R Fablet, P Tandeo, E Mason, G Chen IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 215 | 2018 |
| The analog data assimilation R Lguensat, P Tandeo, P Ailliot, M Pulido, R Fablet Monthly Weather Review 145 (10), 4093-4107, 2017 | 197 | 2017 |
| A multi-task deep learning architecture for maritime surveillance using AIS data streams D Nguyen, R Vadaine, G Hajduch, R Garello, R Fablet 2018 IEEE 5th International Conference on Data Science and Advanced …, 2018 | 169 | 2018 |
| Automatic detection and tracking of human motion with a view-based representation R Fablet, MJ Black European Conference on Computer Vision, 476-491, 2002 | 168 | 2002 |
| GeoTrackNet—A Maritime Anomaly Detector Using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection D Nguyen, R Vadaine, G Hajduch, R Garello, R Fablet IEEE Transactions on Intelligent Transportation Systems 23 (6), 5655-5667, 2021 | 156 | 2021 |
| Deep learning for ocean remote sensing: An application of convolutional neural networks for super-resolution on satellite-derived SST data A Ducournau, R Fablet 2016 9th IAPR Workshop on Pattern Recogniton in Remote Sensing (PRRS), 1-6, 2016 | 142 | 2016 |
| A transformer network with sparse augmented data representation and cross entropy loss for ais-based vessel trajectory prediction D Nguyen, R Fablet IEEE Access 12, 21596-21609, 2024 | 141* | 2024 |
| Broad impacts of fine-scale dynamics on seascape structure from zooplankton to seabirds A Bertrand, D Grados, F Colas, S Bertrand, X Capet, A Chaigneau, ... Nature communications 5 (1), 5239, 2014 | 138 | 2014 |
| Learning variational data assimilation models and solvers R Fablet, B Chapron, L Drumetz, E Mémin, O Pannekoucke, F Rousseau Journal of Advances in Modeling Earth Systems 13 (10), e2021MS002572, 2021 | 129 | 2021 |
| Motion recognition using nonparametric image motion models estimated from temporal and multiscale co-occurrence statistics R Fablet, P Bouthemy IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (12), 1619 …, 2003 | 125 | 2003 |
| Nonparametric motion characterization using causal probabilistic models for video indexing and retrieval R Fablet, P Bouthemy, P Pérez IEEE Transactions on Image Processing 11 (4), 393-407, 2002 | 117 | 2002 |
| Hidden Markov models: the best models for forager movements? R Joo, S Bertrand, J Tam, R Fablet PloS one 8 (8), e71246, 2013 | 115 | 2013 |
| SegSRGAN: Super-resolution and segmentation using generative adversarial networks—Application to neonatal brain MRI Q Delannoy, CH Pham, C Cazorla, C Tor-Díez, G Dollé, H Meunier, ... Computers in Biology and Medicine 120, 103755, 2020 | 108 | 2020 |
| CNN-based target recognition and identification for infrared imaging in defense systems A d’Acremont, R Fablet, A Baussard, G Quin Sensors 19 (9), 2040, 2019 | 103 | 2019 |
| Completing fishing monitoring with spaceborne Vessel Detection System (VDS) and Automatic Identification System (AIS) to assess illegal fishing in Indonesia N Longépé, G Hajduch, R Ardianto, R De Joux, B Nhunfat, MI Marzuki, ... Marine pollution bulletin 131, 33-39, 2018 | 100 | 2018 |
| Motion characterization from temporal cooccurrences of local motion-based measures for video indexing P Bouthemy, R Fablet Proceedings. Fourteenth International Conference on Pattern Recognition (Cat …, 1998 | 100 | 1998 |
| Bilinear residual neural network for the identification and forecasting of geophysical dynamics R Fablet, S Ouala, C Herzet 2018 26th European signal processing conference (EUSIPCO), 1477-1481, 2018 | 99 | 2018 |
