Ensemble Patch Transform, Visualization and Decomposition

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 .


Reference manual

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install.packages("EPT")

0.7.6 by Donghoh Kim, 5 years ago


Browse source code at https://github.com/cran/EPT


Authors: Donghoh Kim [aut, cre] , Hee-Seok Oh [aut] , Guebin Choi [ctb]


Documentation:   PDF Manual  


GPL (>= 3) license



See at CRAN