NeRF Notebook

I am currently burying myself into the sea of NeRF. I plan to archive my learning notes here. I am still a beginner, so the notes absolutely contain errors, and are not finished yet.


Learning NeRF: Reading list, learning references, and plans

Notes of CVPR22' Tutorial:

1. Introduction to NeRF: What is NeRF and its features

2. Techniques

2.1. Network Architecture

2.2. Hybrid representations

2.3. Differentiable Forward Maps

2.4. Prior-based reconstruction of neural fields

2.5. Manipulate Neural Fields

3. Applications


Notes of paper reading:

Reading NeuMan: Neural Human Radiance Field from a Single Video