Package: DRIP 2.0
Yicheng Kang
DRIP: Discontinuous Regression and Image Processing
A collection of functions that perform jump regression and image analysis such as denoising, deblurring and jump detection. The implemented methods are based on the following research: Qiu, P. (1998) <doi:10.1214/aos/1024691468>, Qiu, P. and Yandell, B. (1997) <doi:10.1080/10618600.1997.10474746>, Qiu, P. (2009) <doi:10.1007/s10463-007-0166-9>, Kang, Y. and Qiu, P. (2014) <doi:10.1080/00401706.2013.844732>, Qiu, P. and Kang, Y. (2015) <doi:10.5705/ss.2014.054>, Kang, Y., Mukherjee, P.S. and Qiu, P. (2018) <doi:10.1080/00401706.2017.1415975>, Kang, Y. (2020) <doi:10.1080/10618600.2019.1665536>.
Authors:
DRIP_2.0.tar.gz
DRIP_2.0.tar.gz(r-4.5-noble)DRIP_2.0.tar.gz(r-4.4-noble)
DRIP.pdf |DRIP.html✨
DRIP/json (API)
| # Install 'DRIP' in R: |
| install.packages('DRIP', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 months agofrom:6ff9ae85bb. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 10 2024 |
| R-4.5-linux-x86_64 | OK | Sep 10 2024 |
Exports:cv.jpexdKQjpexJPLLK_surfacemodify1modify2roofDiffroofEdgeroofEdgeParSelstepDiffstepEdgestepEdgeParSelsurfaceClustersurfaceCluster_bandwidththreeStagethreeStageParSel
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Brain Image | brain |
| Image of Circles | circles |
| Bandwidth Selection and Noise Level Estimation | cv.jpex |
| Performance Measure of Edge Detector | dKQ |
| Blind Image Deblurring | jpex |
| Jump-Preserving Local Linear Kernel Smoothing | JPLLK_surface |
| Image of a Kid | kid |
| Lena Image | lena |
| Type-1 Modification Procedure | modify1 |
| Type-2 Modification Procedure | modify2 |
| Image of Peppers | peppers |
| Roof Edge Detection Statistics | roofDiff |
| Roof Edge Detector | roofEdge |
| Parameter Selection in Roof Edge Detection | roofEdgeParSel |
| Synthetic Aperture Radar Image | sar |
| Step Edge Detection Statistics | stepDiff |
| Step Edge Detector | stepEdge |
| Parameter Selection in Step Edge Detection | stepEdgeParSel |
| Stop Sign Image | stopsign |
| Jump-Preserving Surface Estimation Using Pixel Clustering | surfaceCluster |
| Bandwidth Selection for Clustering-Based Surface Estimation | surfaceCluster_bandwidth |
| Three-Stage Denoising and Deblurring | threeStage |
| Parameter Selection in Three-Stage Image Restoration | threeStageParSel |