MrNeRF (@janusch_patas)
2025-01-28 | โค๏ธ 62 | ๐ 13
LinPrim: Linear Primitives for Differentiable Volumetric Rendering
Contributions: โข We introduce two novel scene representations based on transparent octahedron and tetrahedron primitives.
โข We derive gradient-based optimization processes for the representations to adjust the primitives and population based on known views.
โข We demonstrate that our differentiable, GPU-based rendering pipeline is real-time capable and produces high-fidelity scene reconstructions on real-world datasets.
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