Project Harriet: Combining implicit and explicit scene representations

Starting a larger nerf coding project combining implicit and explicit scene representations. Will keep some notes here

• Concepts
• Existing work
  • Mixed scene representations for neural rendering, 2019

Table of contents generated with markdown-toc

Harriet was a Galápagos tortoise) collected by Charles Darwin during his 1835 visit to the Galápagos Islands as part of his round-the-world survey expedition who had an estimated age of 175 years at the time of her death in Australia.

Concepts

https://github.com/3a1b2c3/seeingSpace/wiki/Code-Experiments:-Nerf-frameworks https://github.com/NVIDIAGameWorks/kaolin-wisp

Teasers

Pytorch3d rasterizer

Existing work

https://github.com/3a1b2c3/points2nerf

Mixed scene representations for neural rendering, 2019

Mixture of Volumetric Primitives for Efficient Neural Rendering

Source: https://arxiv.org/pdf/2103.01954.pdf

• https://nv-tlabs.github.io/nglod/ Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes

https://moonsikpark.github.io/instantxr/