DynClust (1.0)

non-parametric denoising and clustering method of noisy images both indexed by time and space.

http://cran.r-project.org/web/packages/DynClust

The aim of the method is first to denoise each temporal sequence using both the spatial and temporal information contained in the data, and then to cluster them according to their dynamic features. The method is based on the assumption that a finite sequence of noisy images both indexed by time and space is composed of noisy versions of only a limited amount of dynamic features.

Maintainer: Tiffany Lieury
Author(s): Yves Rozenholc, Christophe Pouzat, Tiffany Lieury

License: GPL (>= 2)

Uses: Does not use any package

Released 9 months ago.