Data collection
Devices
| Name | Function |
|---|---|
| HTC Vive | GAMER VIVE VR System £499 |
| Oculus | Oculus Rift £399 |
| Oculus Quest(All in One) 64G £399 ;128G £499 | |
| early 2020 will release Bare-Handed version | |
| HoloLens |
Tutorials
Learn from Oculus + Unity Developers w/ This Free 11-Unit VR Development Course
3D reconstruction
Typical input for 3D reconstruction: images and point clouds
Task: converting rough, imprecise, (distorted compared to gt) sketch to clean, complete 3D shape
- rough -> requiring interpretation of noisy signals
High quality 3D modeling:
- high resolution
- sharp features
2D sketch
- imcomplete -> requiring hallucination of missing parts
problem:
- ambiguities ->
- hand-desinged priors
- limiting applications
- learn the shapes from data
- implicitly inferring relevant priors
3D sketch
Loss Functions
- 2D: use differentiable renderer and measure inconsitencies in 2D
- 3D: Chamfer / regularized Wasserterin
Terminology
-【artifact】就是合成图片中，不自然的、反常的、能让人看出是人为处理过的痕迹、区域、瑕疵等。