Point Cloud Upsampling and Normal Estimation using Deep Learning for Robust Surface Reconstruction.
Rajat SharmaTobias SchwandtChristian KunertSteffen UrbanWolfgang BrollPublished in: VISIGRAPP (5: VISAPP) (2021)
Keyphrases
- point cloud
- surface reconstruction
- deep learning
- structure from motion
- point sets
- unsupervised learning
- machine learning
- range images
- mental models
- stereo camera
- triangular mesh
- viewpoint
- weakly supervised
- low resolution
- partial occlusion
- smooth surfaces
- implicit surfaces
- stereo images
- missing data
- high resolution
- image processing