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RgaussJacobiROF Class Reference

#include <RgaussJacobiROF.hpp>

Inheritance diagram for RgaussJacobiROF:

[legend]Collaboration diagram for RgaussJacobiROF:

[legend]List of all members.

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Detailed Description

Rudin/Osher/Fatemi TV restoration (Gauss Jacobi iteration).

Author:

Bernard De Cuyper

Version:

0.06

Date:

12/08/2002

 
Purpose:        Test preservation of 2nd order in  TV norme restoration.

Paper:          "Mathematical models for Local Deterministic Inpaintings.",
                        page 15 to 23 
                        Tony Chan & Jianhong Shen , Report 1999, UCLA.

Purpose:        Second order filter like the Rudin/Osher/Fatemi filter are very
            good denoiser. But is some application, to much details are destroyed.
                        Also, second order filters introduce a staircase effect in images.
                        (like linear steps). Higher order filters can better maintain 
                        non-linear information and details, this happens at the cost of
                        maintaining some noise. This is a tradeoff, your choice, or perhaps
                        we may need a kind of "linearity" indicator to decide what type of local restoration
                        should be used.
                        Compute the divergent on a 1/2,1/2 stencil from 1,1 stencil 
                

@ Copyrights: Bernard De Cuyper & Eddy Fraiha 2002, Eggs & Pictures. MIT/Open BSD copyright model.

Public Methods
	RgaussJacobiROF (int n, double alambda0=1.0)
virtual	~RgaussJacobiROF ()
virtual RImage *	filter (RImage *src, RImage *dest=0)
	Local full image filtering.
virtual RImage *	selectedFilter (AnImage *mask, RImage *src, RImage *dest=0)
	Local filtering in a mask area.
virtual void	report (FILE *file)
Protected Methods
virtual void	computeStencil (RImage *im, int x, int y)
virtual double	operation (RImage *im, int x, int y)
virtual void	operations (RImage *result)
virtual void	operations (AnImage &mask, RImage *result)
Protected Attributes
RImage *	I0
RImage *	I
double	u [5]
double	h [5]
double	w [5]
double	g2 [5]
double	lambda0
double	epsilon2
int	niterations

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Member Function Documentation

RImage * RgaussJacobiROF::filter (  RImage *    src, RImage *    dest = 0 )  [virtual]

Local full image filtering. Parameters: src  is RImage* is RImage source channel dest  is RImage* is RImage result/placeholder Returns : RImage* as result, Implements AbsRImageFilter.

RImage * RgaussJacobiROF::selectedFilter (  AnImage *    mask, RImage *    src, RImage *    dest = 0 )  [virtual]

Local filtering in a mask area. Parameters: mask  is AnImage* is a ByteImage src  is RImage* is RImage source channel dest  is RImage* is RImage result/placeholder Returns : RImage* as result, Reimplemented from AbsRImageFilter.

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The documentation for this class was generated from the following files:

• RgaussJacobiROF.hpp
• RgaussJacobiROF.cpp

Restoreinpaint sourceforge project `C++/Java Image Processing, Restoration, Inpainting Project'.

Bernard De Cuyper: Open Project Leader: Concept, design and development. Bernard De Cuyper & Eddy Fraiha 2002, 2003. Bernard De Cuyper 2004. Open and free, for friendly usage only. Modifications on Belgium ground of this piece of artistic work, by governement institutions or companies, must be notified to Bernard De Cuyper.