Neural-IMLS: Learning Implicit Moving Least-Squares for Surface Reconstruction from Unoriented Point clouds.
Zixiong WangPengfei WangQiujie DongJunjie GaoShuang-Min ChenShiqing XinChanghe TuPublished in: CoRR (2021)
Keyphrases
- surface reconstruction
- point cloud
- least squares
- learning algorithm
- surface fitting
- range images
- point sets
- range data
- structure from motion
- photometric stereo
- triangular mesh
- multi view
- active learning
- three dimensional
- moving objects
- surface normals
- single view
- stereo camera
- implicit surfaces
- robust estimation
- reconstruction method
- smooth surfaces
- gradient field
- computer vision