9 citations · 10 across the 3 of their papers we have counts for
5 papers · 1 filter
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…
SAT-NGP : Unleashing Neural Graphics Primitives for Fast Relightable Transient-Free 3D reconstruction from Satellite Imagery
Camille Billouard, Dawa Derksen, Emmanuelle Sarrazin +1
Current stereo-vision pipelines produce high accuracy 3D reconstruction when using multiple pairs or triplets of satellite images. However, these pipelines are sensitive to the cha…
Radar Fields: An Extension of Radiance Fields to SAR
Thibaud Ehret, Roger Marí, Dawa Derksen +2
Radiance fields have been a major breakthrough in the field of inverse rendering, novel view synthesis and 3D modeling of complex scenes from multi-view image collections. Since th…
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…
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…