MrNeRF (@janusch_patas)
2025-05-13 | โค๏ธ 150 | ๐ 20
Virtualized 3D Gaussians: Flexible Cluster-based Level-of-Detail System for Real-Time Rendering of Composed Scenes
Contributions: โข A post-processing cluster-based LOD system for rendering approximately 100 million 3D Gaussians in digital worlds in real-time, featuring a build stage that constructs hierarchical clusters and a selection stage that filters necessary clusters.
โข A local splatting method that simplifies clusters across layers with minimal visual difference, agnostic to training views.
โข A selection strategy based on footprint evaluation, achieving high-quality rendering with the minimally required number of 3D Gaussians.
โข A large-scale dataset composed of scenes containing various synthetic and real-world assets for evaluating the LOD system on 3D Gaussians.
๋ฏธ๋์ด
๐ Related
Auto-generated - needs manual review
Tags
domain-vision-3d domain-rendering domain-ai-ml domain-visionos