| Fully convolutional siamese networks for change detection RC Daudt, B Le Saux, A Boulch 2018 25th IEEE International Conference on Image Processing (ICIP), 4063-4067, 2018 | 944 | 2018 |
| Urban change detection for multispectral earth observation using convolutional neural networks RC Daudt, B Le Saux, A Boulch, Y Gousseau IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 372 | 2018 |
| Multitask learning for large-scale semantic change detection RC Daudt, B Le Saux, A Boulch, Y Gousseau Computer Vision and Image Understanding 187, 102783, 2019 | 234 | 2019 |
| Guided anisotropic diffusion and iterative learning for weakly supervised change detection RC Daudt, B Le Saux, A Boulch, Y Gousseau Computer Vision and Pattern Recognition Workshops, 2019 | 23 | 2019 |
| Cocoa plantations are associated with deforestation in Côte d’Ivoire and Ghana N Kalischek, N Lang, C Renier, RC Daudt, T Addoah, W Thompson, ... Nature Food 4 (5), 384-393, 2023 | 19* | 2023 |
| Repurposing diffusion-based image generators for monocular depth estimation B Ke, A Obukhov, S Huang, N Metzger, RC Daudt, K Schindler arXiv preprint arXiv:2312.02145, 2023 | 17 | 2023 |
| FiLM-ensemble: probabilistic deep learning via feature-wise linear modulation MO Turkoglu, A Becker, HA Gündüz, M Rezaei, B Bischl, RC Daudt, ... Advances in neural information processing systems 35, 22229-22242, 2022 | 16 | 2022 |
| Snow depth estimation at country-scale with high spatial and temporal resolution RC Daudt, H Wulf, ED Hafner, Y Bühler, K Schindler, JD Wegner ISPRS Journal of Photogrammetry and Remote Sensing 197, 105-121, 2023 | 15 | 2023 |
| Automated avalanche mapping from SPOT 6/7 satellite imagery with deep learning: results, evaluation, potential and limitations ED Hafner, P Barton, RC Daudt, JD Wegner, K Schindler, Y Bühler The Cryosphere 16 (9), 3517-3530, 2022 | 15 | 2022 |
| Guided anisotropic diffusion and iterative learning for weakly supervised change detection R Caye Daudt, B Le Saux, A Boulch, Y Gousseau Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 13 | 2019 |
| Guided Depth Super-Resolution by Deep Anisotropic Diffusion N Metzger*, RC Daudt*, K Schindler Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 12 | 2023 |
| Weakly supervised change detection using guided anisotropic diffusion RC Daudt, B Le Saux, A Boulch, Y Gousseau Machine Learning 112 (6), 2211-2237, 2023 | 11 | 2023 |
| Fine-grained population mapping from coarse census counts and open geodata N Metzger, JE Vargas-Muñoz, RC Daudt, B Kellenberger, TTT Whelan, ... Scientific Reports 12 (1), 20085, 2022 | 10 | 2022 |
| Learning to understand earth observation images with weak and unreliable ground truth RC Daudt, A Chan-Hon-Tong, B Le Saux, A Boulch IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 7 | 2019 |
| Mapping vulnerable populations with AI B Kellenberger, JE Vargas-Muñoz, D Tuia, RC Daudt, K Schindler, ... arXiv preprint arXiv:2107.14123, 2021 | 5 | 2021 |
| Avalanche size estimation and avalanche outline determination by experts: reliability and implications for practice ED Hafner, F Techel, RC Daudt, JD Wegner, K Schindler, Y Bühler Natural hazards and earth system sciences 23 (8), 2895-2914, 2023 | 4 | 2023 |
| Automatic Image Compositing and Snow Segmentation for Alpine Snow Cover Monitoring J Baumer, N Metzger, ED Hafner, RC Daudt, JD Wegner, K Schindler 2023 10th IEEE Swiss Conference on Data Science (SDS), 77-84, 2023 | 2 | 2023 |
| BiasBed - Rigorous Texture Bias Evaluation N Kalischek, RC Daudt, T Peters, R Furrer, JD Wegner, K Schindler Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 2 | 2023 |
| Fine-grained population mapping using coarse census data and satellite imagery JE Vargas-Munoz, N Metzger, RC Daudt, B Kellenberger, TTT Whelan, ... | 2 | 2022 |
| Convolutional neural networks for change analysis in earth observation images with noisy labels and domain shifts RC Daudt Institut Polytechnique de Paris, 2020 | 2 | 2020 |
Alexandre BoulchResearcher at valeo.aiE-mail confirmado em valeo.com
