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EPT  

Ensemble Patch Transform, Visualization and Decomposition
View on CRAN: Click here


Download and install EPT package within the R console
Install from CRAN:
install.packages("EPT")

Install from Github:
library("remotes")
install_github("cran/EPT")

Install by package version:
library("remotes")
install_version("EPT", "0.7.6")



Attach the package and use:
library("EPT")
Maintained by
Donghoh Kim
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-11-15
Latest Update: 2022-01-05
Description:
For multiscale analysis, this package carries out ensemble patch transform, its visualization and multiscale decomposition. The detailed procedure is described in Kim et al. (2020), and Oh and Kim (2020). D. Kim, G. Choi, H.-S. Oh, Ensemble patch transformation: a flexible framework for decomposition and filtering of signal, EURASIP Journal on Advances in Signal Processing 30 (2020) 1-27 . H.-S. Oh, D. Kim, Image decomposition by bidimensional ensemble patch transform, Pattern Recognition Letters 135 (2020) 173-179 .
How to cite:
Donghoh Kim (2019). EPT: Ensemble Patch Transform, Visualization and Decomposition. R package version 0.7.6, https://cran.r-project.org/web/packages/EPT. Accessed 27 Jun. 2026.
Previous versions and publish date:
0.7.3 (2019-11-15 18:10), 0.7.5 (2020-02-01 09:40)
Other packages that cited EPT R package
View EPT citation profile
Other R packages that EPT depends, imports, suggests or enhances
Complete documentation for EPT
Functions, R codes and Examples using the EPT R package
Some associated functions: EPT-internal . LOD . SolarRadiation . eptdecomp . eptdecomp2d . eptmap . eptplot . eptransf . eptransf2d . localextrema . meptransf . meptransf2d . 
Some associated R codes: EPT1d.R . EPT2d.R .  Full EPT package functions and examples
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