Learn R Programming

EPT (version 0.7.6)

Ensemble Patch Transform, Visualization and Decomposition

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 .

Copy Link

Version

Install

install.packages('EPT')

Monthly Downloads

235

Version

0.7.6

License

GPL (>= 3)

Maintainer

Donghoh Kim

Last Published

January 5th, 2022

Functions in EPT (0.7.6)

meptransf2d

Multiscale Two-dimensional Ensemble Patch Transforms of an Image
SolarRadiation

Solar Radiation
eptdecomp

Decomposition of a signal by Ensemble Patch Transform
eptransf2d

Two-dimensional Ensemble Patch Transform of an Image
eptdecomp2d

Decomposition of an Image by Two-dimensional Ensemble Patch Transform
eptmap

Multiscale Visualization of Ensemble Patch Transform of a Signal
localextrema

Finding Local Extrema and Zero-crossings of a Signal
eptplot

Plot of Components by Ensemble Patch Transform of a Signal
eptransf

Ensemble Patch Transform of a Signal
meptransf

Multiscale Ensemble Patch Transforms of a Signal
EPT-internal

Internal EPT Functions
LOD

Length of Day Data