Deborah Levy — accepted AI-conference papers

2024

Osmosis: RGBD Diffusion Prior for Underwater Image Restoration

Opher Bar Nathan*, Deborah Levy, Tali Treibitz, Dan Rosenbaum

ECCV 2024poster

"Underwater image restoration is a challenging task because of water effects that increase dramatically with distance. This is worsened by lack of ground truth data of clean scenes without water. Diffusion priors have emerged as strong image restoration priors. However, they are often trained with a…

Cited by 5 Source ↗PDF ↗Scholar ↗

2023

SeaThru-NeRF: Neural Radiance Fields in Scattering Media

Deborah Levy, Amit Peleg, Naama Pearl, Dan Rosenbaum, Derya Akkaynak, Simon Korman +1

CVPR 2023poster

Research on neural radiance fields (NeRFs) for novel view generation is exploding with new models and extensions. However, a question that remains unanswered is what happens in underwater or foggy scenes where the medium strongly influences the appearance of objects. Thus far, NeRF and its variants…

Cited by 70 Source ↗PDF ↗code ↗Scholar ↗