3 papers
cs.CV2025
Joint attitude estimation and 3D neural reconstruction of non-cooperative space objects
Clément Forray, Pauline Delporte, Nicolas Delaygue +2
Obtaining a better knowledge of the current state and behavior of objects orbiting Earth has proven to be essential for a range of applications such as active debris removal, in-or…
cs.CV2025
PG-DPIR: An efficient plug-and-play method for high-count Poisson-Gaussian inverse problems
Maud Biquard, Marie Chabert, Florence Genin +2
Poisson-Gaussian noise describes the noise of various imaging systems thus the need of efficient algorithms for Poisson-Gaussian image restoration. Deep learning methods offer stat…
cs.CV2024
Deep priors for satellite image restoration with accurate uncertainties
Biquard Maud, Marie Chabert, Florence Genin +2
Satellite optical images, upon their on-ground receipt, offer a distorted view of the observed scene. Their restoration, including denoising, deblurring, and sometimes super-resolu…