3 papers
cs.CV2025
Tile and Slide : A New Framework for Scaling NeRF from Local to Global 3D Earth Observation
Camille Billouard, Dawa Derksen, Alexandre Constantin +1
Neural Radiance Fields (NeRF) have recently emerged as a paradigm for 3D reconstruction from multiview satellite imagery. However, state-of-the-art NeRF methods are typically const…
cs.CV2021
Vision-based Neural Scene Representations for Spacecraft
Anne Mergy, Gurvan Lecuyer, Dawa Derksen +1
In advanced mission concepts with high levels of autonomy, spacecraft need to internally model the pose and shape of nearby orbiting objects. Recent works in neural scene represent…
cs.CV2021
Shadow Neural Radiance Fields for Multi-view Satellite Photogrammetry
Dawa Derksen, Dario Izzo
We present a new generic method for shadow-aware multi-view satellite photogrammetry of Earth Observation scenes. Our proposed method, the Shadow Neural Radiance Field (S-NeRF) fol…