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Monday, March 20, 2023

NeRF - (Neural Radiance Fields)

 (Neural Radiance Fields) Not found on Wikipedia (it was, but then deleted January 31 2023)

NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis

We synthesize views by querying 5D coordinates along camera rays and use classic volume rendering techniques to project the output colors and densities into an image. Because volume rendering is naturally differentiable, the only input required to optimize our representation is a set of images with known camera poses. We describe how to effectively optimize neural radiance fields to render photorealistic novel views of scenes with complicated geometry and appearance, and demonstrate results that outperform prior work on neural rendering and view synthesis. View synthesis results are best viewed as videos, so we urge readers to view our supplementary video for convincing comparisons.

https://github.com/bmild/nerf

This one will definitely change at some point.  But for now ...

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