SIGGRAPH 2020: Compositional Neural Scene Representations for Shading Inference
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Compositional Neural Scene Representations for Shading Inference
Jonathan Granskog, NVIDIA | Fabrice Rousselle, NVIDIA | Marios Papas, NVIDIA | Jan Novák, NVIDIA
We present a technique for adaptively partitioning neural scene representations. Our method disentangles lighting, material, and geometric information yielding a scene representation that preserves the orthogonality of these components, improves interpretability of the model, and allows compositing new scenes by mixing components of existing ones.