tvR: Total Variation Regularization
Provides tools for denoising noisy signal and images via Total Variation Regularization. Reducing the total variation of the given signal is known to remove spurious detail while preserving essential structural details. For the seminal work on the topic, see Rudin et al (1992) <doi:10.1016/0167-2789(92)90242-F>.
| Version: | 0.3.2 |
| Depends: | R (≥ 2.14.0) |
| Imports: | Rcpp, Matrix, Rdpack, utils |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | knitr, rmarkdown |
| Published: | 2021-08-22 |
| Author: | Kisung You  [aut,
cre] |
| Maintainer: | Kisung You <kisungyou at outlook.com> |
| BugReports: | https://github.com/kisungyou/tvR/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/kisungyou/tvR |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| CRAN checks: | tvR results |
Documentation:
| Reference manual: | tvR.pdf |
| Vignettes: |
Denoising with tvR |
Downloads:
| Package source: | tvR_0.3.2.tar.gz |
| Windows binaries: | r-devel: tvR_0.3.2.zip, r-release: tvR_0.3.2.zip, r-oldrel: tvR_0.3.2.zip |
| macOS binaries: | r-release (arm64): tvR_0.3.2.tgz, r-oldrel (arm64): tvR_0.3.2.tgz, r-release (x86_64): tvR_0.3.2.tgz, r-oldrel (x86_64): tvR_0.3.2.tgz |
| Old sources: | tvR archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=tvR to link to this page.