Non-manifold surface reconstruction from high-dimensional point cloud data.
Shawn MartinJean-Paul WatsonPublished in: Comput. Geom. (2011)
Keyphrases
- surface reconstruction
- point cloud
- point cloud data
- high dimensional
- low dimensional
- manifold learning
- dimensionality reduction
- structure from motion
- feature space
- parameter space
- nearest neighbor
- high dimensional data
- surface model
- surface normals
- point sets
- object surface
- similarity search
- surface fitting
- triangular mesh
- gradient field
- geometric structure
- data points
- hough transform
- smooth surfaces
- reconstruction method
- machine learning
- space carving
- helmholtz stereopsis
- shape from texture
- surface representation
- photometric stereo
- reconstructed surface
- implicit surfaces
- pairwise
- similarity measure