MrNeRF (@janusch_patas)

2025-08-27 | โค๏ธ 99 | ๐Ÿ” 10


Real-time 3D Visualization of Radiance Fields on Light Field Displays

Contributions: โ€ข We propose a unified and efficient multi-view rendering framework for radiance fields in light field displays, supporting both implicit (NeRF) and explicit/hybrid (3DGS, sparse voxel) representations without retraining.

โ€ข Our method achieves real-time performance (>60 FPS for 90+ views, up to 228 FPS for 45 views) by minimizing redundant sampling through a single-pass plane sweeping strategy.

โ€ข We develop an OpenGL-based interactive 3DGS renderer for a commercial light field display, enabling real-time 3D visualization and achieving a 3.6ร— speedup over our Python/CUDA baseline.

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Tags

Vision-3D Rendering AI-ML