DiffPoint: Single and Multi-view Point Cloud Reconstruction with ViT Based Diffusion Model.
Yu FengXing ShiMengli ChengYun XiongPublished in: CoRR (2024)
Keyphrases
- multi view
- point cloud
- multi view stereo
- diffusion model
- visual hull
- multi view reconstruction
- surface reconstruction
- scene reconstruction
- multiple views
- single view
- three dimensional
- depth map
- reconstruction method
- structure from motion
- camera calibration
- point sets
- d objects
- implicit surfaces
- semi supervised
- anisotropic diffusion
- range images
- camera parameters
- high dimensional
- geometric constraints
- image reconstruction
- viewpoint
- information diffusion
- diffusion process
- active learning
- computer vision