Learn R Programming

⚠️There's a newer version (2.3) of this package.Take me there.

DRIP (version 1.7)

Discontinuous Regression and Image Processing

Description

This is a collection of functions for discontinuous regression analysis and image processing (DRIP). This version removes the dependence on the GNU Scientific Library.

Copy Link

Version

Install

install.packages('DRIP')

Monthly Downloads

396

Version

1.7

License

GPL (>= 3)

Maintainer

Yicheng Kang

Last Published

April 6th, 2022

Functions in DRIP (1.7)

local constant kernel difference

Bandwidth Selection and Noise Level Estimation

Image of circles

edge detection, performance measure

local constant kernel difference

Denoising and jump-preserving

local linear kernel difference

local linear kernel difference

Blind Image Deblurring

Edge detection, denoising and deblurring

Image of a kid taking test

Edge detection, post processing

Edge detection, post processing

Synthetic aperture radar image of an area near Thetford forest, England

Edge detection, denoising and deblurring

roof/valley edge detection, parameter selection

roof/valley edge detection

Image of peppers

Denoising, deblurring and edge-preserving

surfaceCluster_bandwidth

Denoising, deblurring, bandwidth selection, and edge-preserving

Image of Stop Sign

threeStageParSel

image denoising/deblurring, bandwidth selection, bootstrap

Denoising, deblurring and edge-preserving

stepEdgeParSelLLK

edge detection, parameter selection

Edge detection, denoising and deblurring

stepEdgeParSelLC2K

edge detection, parameter selection

Edge detection, denoising and deblurring

Edge detection, denoising and deblurring

stepEdgeParSelLL2K

edge detection, parameter selection

stepEdgeParSelLCK

edge detection, parameter selection