Example Use Cases | Noise Removal (1-Dimensional VMD) | Synthetic image segmentation (2-Dimensional VMD)
Package: VMDecomp 1.0.2
VMDecomp: Variational Mode Decomposition
'RcppArmadillo' implementation for the Matlab code of the 'Variational Mode Decomposition' and 'Two-Dimensional Variational Mode Decomposition'. For more information, see (i) 'Variational Mode Decomposition' by K. Dragomiretskiy and D. Zosso in IEEE Transactions on Signal Processing, vol. 62, no. 3, pp. 531-544, Feb.1, 2014, <doi:10.1109/TSP.2013.2288675>; (ii) 'Two-Dimensional Variational Mode Decomposition' by Dragomiretskiy, K., Zosso, D. (2015), In: Tai, XC., Bae, E., Chan, T.F., Lysaker, M. (eds) Energy Minimization Methods in Computer Vision and Pattern Recognition. EMMCVPR 2015. Lecture Notes in Computer Science, vol 8932. Springer, <doi:10.1007/978-3-319-14612-6_15>.
Authors:
VMDecomp_1.0.2.tar.gz
VMDecomp_1.0.2.zip(r-4.7)VMDecomp_1.0.2.zip(r-4.6)VMDecomp_1.0.2.zip(r-4.5)
VMDecomp_1.0.2.tgz(r-4.6-x86_64)VMDecomp_1.0.2.tgz(r-4.6-arm64)VMDecomp_1.0.2.tgz(r-4.5-x86_64)VMDecomp_1.0.2.tgz(r-4.5-arm64)
VMDecomp_1.0.2.tar.gz(r-4.7-arm64)VMDecomp_1.0.2.tar.gz(r-4.7-x86_64)VMDecomp_1.0.2.tar.gz(r-4.6-arm64)VMDecomp_1.0.2.tar.gz(r-4.6-x86_64)
VMDecomp_1.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
VMDecomp/json (API)
| # Install 'VMDecomp' in R: |
| install.packages('VMDecomp', repos = c('https://mlampros.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mlampros/vmdecomp/issues
Pkgdown/docs site:https://mlampros.github.io
Uses libs:
Datasets:
- arrhythmia - Sample Arrhythmia Data from MIT Boston's Beth Israel Hospital (BIH) Database
rcpparmadillovariational-mode-decompositionopenblascppopenmp
Last updated from:8844510872. Checks:11 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | NOTE | 152 | ||
| linux-devel-x86_64 | NOTE | 146 | ||
| source / vignettes | OK | 213 | ||
| linux-release-arm64 | NOTE | 147 | ||
| linux-release-x86_64 | NOTE | 142 | ||
| macos-release-arm64 | NOTE | 89 | ||
| macos-release-x86_64 | NOTE | 226 | ||
| macos-oldrel-arm64 | NOTE | 95 | ||
| macos-oldrel-x86_64 | NOTE | 183 | ||
| windows-devel | NOTE | 129 | ||
| windows-release | NOTE | 132 | ||
| windows-oldrel | NOTE | 146 | ||
| wasm-release | OK | 151 |
Exports:estimate_k_modesvmd
Dependencies:data.tableglueRcppRcppArmadillo
