Intuitive Understanding:

Improvement over NERFs (pure neural network)

  • 3-D Gaussians (3d bell curve) is fulled
    • Start with simple gaussian, use gradient descent to fit the scene better
    • Color harmonics, blending to achieve realism
  • Rasterization is so much faster because traditional triangle rendering has so much more triangles, but GS uses much less gaussians