GeoClustering.jl
Geostatistical clustering methods for the GeoStats.jl framework.
SLIC
Simple Linear Iterative Clustering (SLIC) produces clusters
that are spatially connected based on a geospatial distance dₛ.
The samples in these clusters are similar in terms of their features
according to a distance dᵥ. The tradeoff is controlled with a
hyperparameter parameter m in an additive model dₜ = √(dᵥ² + m²(dₛ/s)²).
The original method developed for images is described in
Achanta et al. 2011.
It has been generalized in this package for any geospatial data set
(e.g. point sets).
Installation
Get the latest stable release with Julia's package manager:
] add GeoClusteringUsage
This package is part of the GeoStats.jl framework.
For a simple example of usage, please check the main documentation.
Asking for help
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