#include <ILysakerNthOrderOp.hpp>
Inheritance diagram for ILysakerNthOrderOp:
Purpose: Better non-linear preservation of details in TV norme restoration.
Paper: "Noise Removal using Fourth-Order Partial
Differential Equations with Applications to
Medical Magnetic Resonance Images in Space and time.",
Marius Lysaker & Arvid Lundervold , Report 2002, 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.
@ Copyrights: Bernard De Cuyper & Eddy Fraiha 2002, Eggs & Pictures. MIT/Open BSD copyright model.
Public Methods | |
| ILysakerNthOrderOp (int iter=50, int im=2, double rdt=0.2, bool colorFlag=false) | |
| virtual | ~ILysakerNthOrderOp () |
| virtual void | report (FILE *file) |
Protected Methods | |
| virtual AnImage * | greyFilter (AnImage *src, AnImage *dest=0) |
| virtual AnImage * | greySelectedFilter (AnImage *mask, AnImage *src, AnImage *dest=0) |
| virtual Real3CImage * | scolorFilter (Real3CImage *src, Real3CImage *dest=0) |
| virtual Real3CImage * | scolorSelectedFilter (AnImage *mask, Real3CImage *src, Real3CImage *dest=0) |
| virtual Real3CImage * | fcolorFilter (Real3CImage *src, Real3CImage *dest=0) |
| virtual Real3CImage * | fcolorSelectedFilter (AnImage *mask, Real3CImage *src, Real3CImage *dest=0) |
Private Attributes | |
| int | m |
| double | dt |
 |
