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Found 3 papers, 2 papers with code
The Sky's the Limit: Re-lightable Outdoor Scenes via a Sky-pixel Constrained Illumination Prior and Outside-In Visibility
We also introduce a novel `outside-in' method for computing differentiable sky visibility based on a neural directional distance function.
RENI++ A Rotation-Equivariant, Scale-Invariant, Natural Illumination Prior
Training our model on a curated dataset of 1. 6K HDR environment maps of natural scenes, we compare it against traditional representations, demonstrate its applicability for an inverse rendering task and show environment map completion from partial observations.
Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior
Training our model on a curated dataset of 1. 6K HDR environment maps of natural scenes, we compare it against traditional representations, demonstrate its applicability for an inverse rendering task and show environment map completion from partial observations.
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