Visualization of High-Dimensional Point Clouds Using Their Density Distribution's Topology.
Patrick OesterlingChristian HeineHeike JänickeGerik ScheuermannGerhard HeyerPublished in: IEEE Trans. Vis. Comput. Graph. (2011)
Keyphrases
- point cloud
- density distribution
- high dimensional
- surface reconstruction
- structure from motion
- point cloud data
- density function
- low dimensional
- implicit surfaces
- point sets
- triangular mesh
- nearest neighbor
- dimensionality reduction
- laser scanner
- feature space
- high dimensional data
- delaunay triangulation
- arbitrary shape
- data points
- data analysis
- uniform distribution
- similarity search
- mean shift
- hough transform
- machine learning
- missing data
- training samples
- d objects
- video sequences
- image processing