In recent years, tremendous amount of progress is being made in the field of 3D Machine Learning, which is an interdisciplinary field that fuses computer vision, computer graphics and machine learning. This repo is derived from my study notes and will be used as a place for triaging new research papers.
I’ll use the following icons to differentiate 3D representations:
- 📷 Multi-view Images
- 👾 Volumetric
- 🎲 Point Cloud
- 💎 Polygonal Mesh
- 💊 Primitive-based
To find related papers and their relationships, check out Connected Papers, which provides a neat way to visualize the academic field in a graph representation.
https://github.com/timzhang642/3D-Machine-Learning#3d_synthesis_model_based