Guided Depth Super-Resolution by Deep Anisotropic Diffusion
Published in CVPR, 2023
Nando Metzger*, Rodrigo Caye Daudt*, Konrad Schindler
[Proceedings] [arXiv]
Publications
BiasBed - Rigorous Texture Bias Evaluation
Published in CVPR, 2023
Nikolai Kalischek, Rodrigo Caye Daudt, Torben Peters, Reinhard Furrer, Jan D. Wegner, Konrad Schindler
[Proceedings] [arXiv]
Snow Depth Estimation at Country-Scale with High Spatial and Temporal Resolution
Published in ISPRS Journal of Photogrammetry and Remote Sensing, 2023
Rodrigo Caye Daudt, Hendrik Wulf, Elisabeth D. Hafner, Yves Bühler, Konrad Schindler, Jan Dirk Wegner
[ScienceDirect]
FiLM-Ensemble: Probabilistic Deep Learning via Feature-Wise Linear Modulation
Published in NeurIPS, 2022
Mehmet Ozgur Turkoglu, Alexander Becker, Hüseyin Anil Gündüz, Mina Rezaei, Bernd Bischl, Rodrigo Caye Daudt, Stefano D’Aronco, Jan Wegner, Konrad Schindler
[Proceedings]
Fine-Grained Population Mapping from Coarse Census Counts and Open Geodata
Published in Scientific Reports, 2022
Nando Metzger, John E Vargas-Muñoz, Rodrigo Caye Daudt, Benjamin Kellenberger, Thao Ton-That Whelan, Ferda Ofli, Muhammad Imran, Konrad Schindler, Devis Tuia
[Nature]
Satellite-Based High-Resolution Maps of Cocoa Planted Area for Côte d’Ivoire and Ghana
Published in Nature Food (accepted), 2022
Nikolai Kalischek, Nico Lang, Cécile Renier, Rodrigo Caye Daudt, Thomas Addoah, William Thompson, Wilma J Blaser-Hart, Rachael Garrett, Konrad Schindler, Jan D Wegner
[arXiv]
Automated Avalanche Mapping from SPOT 6/7 Satellite Imagery with Deep Learning: Results, Evaluation, Potential and Limitations
Published in The Cryosphere, 2022
Elisabeth D Hafner, Patrick Barton, Rodrigo Caye Daudt, Jan Dirk Wegner, Konrad Schindler, Yves Bühler
[EGU]
Zero-Shot Bird Species Recognition by Learning from Field Guides
Published in arXiv, 2022
Andrés C Rodríguez, Stefano D’Aronco, Rodrigo Caye Daudt, Jan D Wegner, Konrad Schindler
[arXiv]
Robust Damage Estimation of Typhoon Goni on Coconut Crops with Sentinel-2 Imagery
Published in MDPI Remote Sensing, 2021
Andrés C. Rodríguez, Rodrigo Caye Daudt, Stefano D’Aronco, Konrad Schindler, Jan D. Wegner
[MDPI] [PDF] [BibTeX]
Mapping Vulnerable Populations with AI
Published in KDD Workshops, 2021
Benjamin Kellenberger, John E. Vargas-Muñoz, Devis Tuia, Rodrigo Caye Daudt, Konrad Schindler, Thao T-T Whelan, Brenda Ayo, Ferda Ofli, Muhammad Imran
[Event Page] [Preprint] [PDF]
Weakly Supervised Change Detection Using Guided Anisotropic Diffusion
Published in Machine Learning, 2021
Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau
[Springer] [Preprint] [PDF] [BibTeX]
Convolutional Neural Networks for Change Analysis in Earth Observation Images with Noisy Labels and Domain Shifts
Published in Institut Polytechnique de Paris, 2020
Rodrigo Caye Daudt
[HAL] [Thèses.fr] [PDF] [BibTeX]
Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection
Published in IEEE/CVF Computer Vision and Pattern Recognition (CVPR) Workshops (Best Student Paper Award), 2019
Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau
[CVF] [Preprint] [PDF] [BibTeX] [GitHub]
Learning to Understand Earth Observation Images with Weak and Unreliable Ground Truth
Published in IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2019
Rodrigo Caye Daudt, Adrien Chan-Hon-Tong, Bertrand Le Saux, Alexandre Boulch
[PDF] [BibTeX]
Multitask Learning for Large-scale Semantic Change Detection
Published in Computer Vision and Image Understanding (CVIU), 2018
Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau
[ScienceDirect] [Preprint] [PDF] [BibTeX]
Fully Convolutional Siamese Networks for Change Detection
Published in IEEE International Conference on Image Processing (ICIP), 2018
Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch
[Preprint] [PDF] [BibTeX] [GitHub]
Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks
Published in IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2018
Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau
[Preprint] [PDF] [BibTeX] [Dataset] [GitHub]
Détection Dense de Changements par Réseaux de Neurones Siamois
Published in Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP), 2018
Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau
[Preprint] [PDF] [BibTeX]
Compressive 3D Scene Reconstruction Using Single-Photon Multi-spectral LIDAR Data
Published in VIBOT MSc Thesis, 2017
Rodrigo Caye Daudt
[PDF]
Projeto, Otimização e Simulação de uma Biblioteca de Células Digitais de Baixa Potência
Published in University of Brasília, 2015
Rodrigo Caye Daudt
[PDF]