Improved visualization of high-dimensional data using the distance-of-distance transformation.
Jinke LiuMartin VinckPublished in: PLoS Comput. Biol. (2022)
Keyphrases
- high dimensional data
- distance transformation
- data analysis
- binary images
- distance transform
- dimensionality reduction
- low dimensional
- high dimensional
- neighborhood sequences
- nearest neighbor
- high dimensionality
- subspace clustering
- data points
- shortest path
- data sets
- morphological operations
- clustering high dimensional data
- medial axis
- mathematical morphology
- manifold learning
- interpolation method
- linear discriminant analysis
- high dimensional data sets
- similarity search
- intrinsic dimension
- sparse representation
- high dimensional datasets
- euclidean distance
- high dimensional spaces
- gray scale
- input data
- frequency domain
- structuring elements
- feature space
- distance function
- image segmentation
- image processing