3D Gaussian Splatting
Module 1
Foundations of 3DGS
NeRF vs 3DGS, Gaussian math, the rendering pipeline, training via differentiable rasterization, and key extensions.
Readings
1
Implicit vs. Explicit: NeRF and 3DGS
12 min
2
Gaussian Mathematics: Attributes, Covariance, and Spherical Harmonics
15 min
3
Rendering Pipeline and Differentiable Training
14 min
4
Extensions: 2DGS, 4DGS, Hierarchical, Relighting, and Editing
10 min
5
The Gaussian Splatting License: What You Can and Cannot Do
8 min
Quizzes
Labs