Dawa Derksen

According to our database, Dawa Derksen authored at least 20 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Densification and forecasting of Sentinel-2 time series from multimodal SAR and Optical satellite data using deep generative models.

Véronique Defonte, Dawa Derksen, Alexandre Constantin, Bastien Nespoulous

CoRR, May, 2026

2025

Joint attitude estimation and 3D neural reconstruction of non-cooperative space objects.

Clément Forray, Pauline Delporte, Nicolas Delaygue, Florence Genin, Dawa Derksen

CoRR, June, 2025

Can Multimodal Representation Learning by Alignment Preserve Modality-Specific Information?

Romain Thoreau, Jessie Levillain, Dawa Derksen

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Smoothing Continual Segmentation Oscillations with Latent Domain PPCA Decoder.

Marie-Ange Boum, Pierre Fournier, Dawa Derksen, Stéphane Herbin

Proceedings of The TerraBytes {ICML} Workshop: Towards global datasets and models for Earth Observation, 2025

Parameter-Efficient Adaptation of Geospatial Foundation Models Through Embedding Deflection.

Romain Thoreau, Valerio Marsocci, Dawa Derksen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Tile and Slide : A New Framework for Scaling NeRF from Local to Global 3D Earth Observation.

Camille Billouard, Dawa Derksen, Alexandre Constantin, Bruno Vallet

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

SAT-NGP : Unleashing Neural Graphics Primitives for Fast Relightable Transient-Free 3D Reconstruction From Satellite Imagery.

Camille Billouard, Dawa Derksen, Emmanuelle Sarrazin, Bruno Vallet

Proceedings of the IGARSS 2024, 2024

Radar Fields: An Extension of Radiance Fields to SAR.

Thibaud Ehret, Roger Marí, Dawa Derksen, Nicolas Gasnier, Gabriele Facciolo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2021

spotGEO dataset.

Bo Chen, Daqi Liu, Tat-Jun Chin, Mark Rutten, Dawa Derksen, Marcus Märtens, Moritz von Looz, Gurvan Lécuyer, Dario Izzo

Dataset, January, 2021

Vision-Based Neural Scene Representations for Spacecraft.

Anne Mergy, Gurvan Lécuyer, Dawa Derksen, Dario Izzo

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Shadow Neural Radiance Fields for Multi-View Satellite Photogrammetry.

Dawa Derksen, Dario Izzo

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Spot the GEO Satellites: From Dataset to Kelvins SpotGEO Challenge.

Bo Chen, Daqi Liu, Tat-Jun Chin, Mark Rutten, Dawa Derksen, Marcus Märtens, Moritz von Looz, Gurvan Lécuyer, Dario Izzo

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

spotGEO starter kit.

Dawa Derksen, Marcus Märtens, Moritz von Looz, Gurvan Lécuyer, Dario Izzo, Bo Chen, Daqi Liu, Tat-Jun Chin, Mark Rutten

Dataset, June, 2020

spotGEO dataset.

Bo Chen, Daqi Liu, Tat-Jun Chin, Mark Rutten, Dawa Derksen, Marcus Märtens, Moritz von Looz, Gurvan Lécuyer, Dario Izzo

Dataset, June, 2020

Geometry Aware Evaluation of Handcrafted Superpixel-Based Features and Convolutional Neural Networks for Land Cover Mapping Using Satellite Imagery.

Dawa Derksen, Jordi Inglada, Julien Michel

Remote. Sens., 2020

2019

Contextual classification of large volumes of satellite imagery for the production of land cover maps over wide areas. (Classification contextuelle de gros volumes de données d'imagerie satellitaire pour la production de cartes d'occupation des sols sur de grandes étendues).

Dawa Derksen

PhD thesis, 2019

Scaling Up SLIC Superpixels Using a Tile-Based Approach.

Dawa Derksen, Jordi Inglada, Julien Michel

IEEE Trans. Geosci. Remote. Sens., 2019

Land Cover Maps Production with High Resolution Satellite Image Time Series and Convolutional Neural Networks: Adaptations and Limits for Operational Systems.

Andrei Stoian, Vincent Poulain, Jordi Inglada, Victor Poughon, Dawa Derksen

Remote. Sens., 2019

A Metric for Evaluating the Geometric Quality of Land Cover Maps Generated with Contextual Features from High-Dimensional Satellite Image Time Series without Dense Reference Data.

Dawa Derksen, Jordi Inglada, Julien Michel

Remote. Sens., 2019

2018

Spatially Precise Contextual Features Based on Superpixel Neighborhoods for Land Cover Mapping with High Resolution Satellite Image Time Series.

Dawa Derksen, Jordi Inglada, Julien Michel

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018