DRIP2.3 package

Discontinuous Regression and Image Processing

cv.jpex

Bandwidth Selection and Noise Level Estimation

dKQ

Performance Measure of Edge Detector

jpex

Blind Image Deblurring

JPLLK_surface

Jump-Preserving Local Linear Kernel Smoothing

modify1

Type-1 Modification Procedure

modify2

Type-2 Modification Procedure

plot.3Stage

Plot Parameter Selection Results in 3-Stage Estimation

plot.Cluster

Plot Parameter Selection Results in Surface Estimation

plot.JPEX

Plot Parameter Selection Results in JPEX Deblurring

plot.JPLLK

Plot the Residual Image from a JPLLK Estimation

print.3Stage

Print Parameter Selection Results in 3-Stage Estimation

print.Cluster

Print Parameter Selection Results in Surface Estimation

print.Edge

Print Parameter Selection Results in Edge Detection

print.JPEX

Print Parameter Selection Results in JPEX Deblurring

print.JPLLK

Print Parameter Selection Results in JPLLK Estimation

roofDiff

Roof Edge Detection Statistics

roofEdge

Roof Edge Detector

roofEdgeParSel

Parameter Selection in Roof Edge Detection

stepDiff

Step Edge Detection Statistics

stepEdge

Step Edge Detector

stepEdgeParSel

Parameter Selection in Step Edge Detection

summary.3Stage

Summarize Parameter Selection Results in 3-Stage Estimation

summary.Cluster

Summarize Parameter Selection Results in Surface Estimation

summary.Edge

Summarize Parameter Selection Results in Edge Detection

summary.JPEX

Summarize Parameter Selection Results in JPEX Deblurring

summary.JPLLK

Summarize Parameter Selection Results in JPLLK Estimation

surfaceCluster_bandwidth

Bandwidth Selection for Clustering-Based Surface Estimation

surfaceCluster

Jump-Preserving Surface Estimation Using Pixel Clustering

threeStage

Three-Stage Denoising and Deblurring

threeStageParSel

Parameter Selection in Three-Stage Image Restoration

Download source packageRead PDF manual

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>.

  • Maintainer: Yicheng Kang
  • License: GPL (>= 2)
  • Last published: 2024-11-21

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