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Rodrigo Caye Daudt
Rodrigo Caye Daudt
Scientific assistant at ETH Zurich
Verified email at ethz.ch - Homepage
Title
Cited by
Cited by
Year
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
8932018
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
3632018
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
2262019
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
222019
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
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
152022
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
152022
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
132019
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
122023
Weakly supervised change detection using guided anisotropic diffusion
RC Daudt, B Le Saux, A Boulch, Y Gousseau
Machine Learning 112 (6), 2211-2237, 2023
112023
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
112023
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
92022
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
72023
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
72019
Mapping vulnerable populations with AI
B Kellenberger, JE Vargas-Muñoz, D Tuia, RC Daudt, K Schindler, ...
arXiv preprint arXiv:2107.14123, 2021
42021
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
32023
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
22023
Fine-grained population mapping using coarse census data and satellite imagery
JE Vargas-Munoz, N Metzger, RC Daudt, B Kellenberger, TTT Whelan, ...
22022
Convolutional neural networks for change analysis in earth observation images with noisy labels and domain shifts
RC Daudt
Institut Polytechnique de Paris, 2020
22020
Using interactive object segmentation to derive avalanche outlines from webcam imagery
E Hafner, L Oberson, T Kontogianni, R Caye Daudt, JD Wegner, ...
EGU General Assembly Conference Abstracts, EGU-10867, 2023
12023
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Articles 1–20