| Deep Learning for Classification of Hyperspectral Data: A Comparative Review N Audebert, B Le Saux, S Lefèvre IEEE Geoscience and Remote Sensing Magazine 7 (2), 159-173, 2019 | 649 | 2019 |
| Beyond RGB: Very high resolution urban remote sensing with multimodal deep networks N Audebert, B Le Saux, S Lefèvre ISPRS Journal of Photogrammetry and Remote Sensing 140, 20-32, 2018 | 606 | 2018 |
| Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks N Audebert, B Le Saux, S Lefèvre Asian Conference on Computer Vision (ACCV16), 2016 | 467 | 2016 |
| A comparative study on multivariate mathematical morphology E Aptoula, S Lefèvre Pattern Recognition 40 (11), 2914-2929, 2007 | 347 | 2007 |
| Segment-before-Detect: Vehicle Detection and Classification through Semantic Segmentation of Aerial Images N Audebert, BL Saux, S Lefèvre Remote Sensing 9 (4), 368, 2017 | 312 | 2017 |
| Buried object detection from B-scan ground penetrating radar data using Faster-RCNN MT Pham, S Lefèvre IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 199 | 2018 |
| Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks H Zhang, E Fromont, S Lefèvre, B Avignon ICIP 2020-IEEE International Conference on Image Processing, 2020 | 185 | 2020 |
| YOLO-Fine: One-Stage Detector of Small Objects Under Various Backgrounds in Remote Sensing Images MT Pham, L Courtrai, C Friguet, S Lefèvre, A Baussard Remote Sensing 12 (15), 2501, 2020 | 177 | 2020 |
| Guided Attentive Feature Fusion for Multispectral Pedestrian Detection H Zhang, E Fromont, S Lefèvre, B Avignon Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021 | 173 | 2021 |
| Joint learning from Earth Observation and OpenStreetMap data to get faster better semantic maps N Audebert, B Le Saux, S Lefèvre EARTHVISION 2017 IEEE/ISPRS CVPR Workshop. Large Scale Computer Vision for …, 2017 | 131 | 2017 |
| A review of real-time segmentation of uncompressed video sequences for content-based search and retrieval S Lefèvre, J Holler, N Vincent Real-Time Imaging 9 (1), 73-98, 2003 | 124 | 2003 |
| Small Object Detection in Remote Sensing Images Based on Super-Resolution with Auxiliary Generative Adversarial Networks L Courtrai, MT Pham, S Lefèvre Remote Sensing 12 (19), 3152, 2020 | 118 | 2020 |
| BreizhCrops: A Time Series Dataset for Crop Type Mapping M Rußwurm, C Pelletier, M Zollner, S Lefèvre, M Körner arXiv preprint arXiv:1905.11893, 2019 | 108 | 2019 |
| On lexicographical ordering in multivariate mathematical morphology E Aptoula, S Lefèvre Pattern Recognition Letters 29 (2), 109-118, 2008 | 107 | 2008 |
| Automatic building extraction in VHR images using advanced morphological operators S Lefèvre, J Weber, D Sheeren 2007 Urban Remote Sensing Joint Event, 1-5, 2007 | 107 | 2007 |
| Large-scale semantic classification: outcome of the first year of Inria aerial image labeling benchmark B Huang, K Lu, N Audebert, A Khalel, Y Tarabalka, J Malof, A Boulch, ... IEEE International Geoscience and Remote Sensing Symposium–IGARSS 2018, 2018 | 104 | 2018 |
| Comparative study with new accuracy metrics for target volume contouring in PET image guided radiation therapy T Shepherd, M Teras, RR Beichel, R Boellaard, M Bruynooghe, V Dicken, ... IEEE transactions on medical imaging 31 (11), 2006-2024, 2012 | 99 | 2012 |
| Supervised image segmentation using watershed transform, fuzzy classification and evolutionary computation S Derivaux, G Forestier, C Wemmert, S Lefèvre Pattern Recognition Letters 31 (15), 2364-2374, 2010 | 98 | 2010 |
| Sparse Hilbert Schmidt Independence Criterion and Surrogate-Kernel-Based Feature Selection for Hyperspectral Image Classification BB Damodaran, N Courty, S Lefèvre IEEE Transactions on Geoscience and Remote Sensing 55 (4), 2385-2398, 2017 | 80 | 2017 |
| Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance suite, dataset analysis and multi-task network study J Castillo-Navarro, B Le Saux, A Boulch, N Audebert, S Lefèvre Machine Learning 111 (9), 3125-3160, 2022 | 77 | 2022 |
Bertrand Le SauxEC DG CNECTVerified email at ieee.org
