DRIP
DRIP is a collection of functions for edge detection, image denoising
and image deblurring. Below we categorize the functions based on their
purpose.
Function overview
Edge detection
| Function | Description |
|---|
stepDiff() | Step edge detection statistics |
stepEdge() | Step edge detection |
stepEdgeParSel() | Step edge detection parameter selection |
roofDiff() | Roof edge detection statistics |
roofEdge() | Roof edge detection |
roofEdgeParSel() | Roof edge detection parameter selection |
edgeModify1() | Edge modification |
edgeModify2() | Edge modification |
edgeParSelPilot() | Edge detection parameter selection |
dKQ() | Edge detection performance measure |
Image denoising
| Function | Description |
|---|
restore3Stage() | Three-stage denoising |
restore3StageParSel() | Three-stage denoising parameter selection |
JPLLK_surface() | Gradient-based denoising |
surfaceCluster() | Clustering-based denoising |
surfaceCluster_bandwidth() | Clustering-based denoising parameter selection |
Image deblurring
| Function | Description |
|---|
jpex() | JPEX deblurring |
cv.jpex() | JPEX deblurring parameter selection |
Installation
You can install the CRAN version of DRIP with:
install.packages("DRIP")