| Name : R-DynClust
| |
| Version : 3.24
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.10
| Date : 2024-06-14 11:01:31
|
| Group : Development/Libraries/Other
| Source RPM : R-DynClust-3.24-lp153.1.10.src.rpm
|
| Size : 0.61 MB
| |
| Packager : (none)
| |
| Summary : Denoising and Clustering for Dynamical Image Sequence (2D or 3D)+t
|
Description :
A two-stage procedure for the denoising and clustering of stack of
noisy images acquired over time. Clustering only assumes that the data
contain an unknown but small number of dynamic features. The method
first denoises the signals using local spatial and full temporal
information. The clustering step uses the previous output to aggregate
voxels based on the knowledge of their spatial neighborhood. Both steps
use a single keytool based on the statistical comparison of the
difference of two signals with the null signal. No assumption is
therefore required on the shape of the signals. The data are assumed to
be normally distributed (or at least follow a symmetric distribution)
with a known constant variance. Working pixelwise, the method can be
time-consuming depending on the size of the data-array but harnesses
the power of multicore cpus.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
