A solver for the fuzzy segmentation smoothness constraint. More...

#include <mia/2d/fuzzyclustersolver_sor.hh>

Public Member Functions
	C2DFuzzyClusterSolver (const C2DFImage &weight, double lambda1, double lambda2, int max_iter)

void	solve (const C2DFImage &force, C2DFImage &gain)

Detailed Description

A solver for the fuzzy segmentation smoothness constraint.

This is a solver for the smoothness constraint of the fuzzy c-means algorithm described in: D.L. Pham and J.L.Prince, "An adaptive fuzzy C-means algorithm for image segmentation in the presence of intensity inhomogeneities", Pat. Rec. Let., 20:57-68,1999

Definition at line 44 of file fuzzyclustersolver_sor.hh.

Constructor & Destructor Documentation

◆ C2DFuzzyClusterSolver()

C2DFuzzyClusterSolver::C2DFuzzyClusterSolver	(	const C2DFImage &	weight,
		double	lambda1,
		double	lambda2,
		int	max_iter
	)

Contructor

Parameters

weight	matrix
lambda1	Penalize magnitude of intensity inhomogeinity correction
lambda2	Smoothness of intensity inhomogeinity correction
max_iter	maximum number of iterations

Member Function Documentation

◆ solve()

void C2DFuzzyClusterSolver::solve	(	const C2DFImage &	force,
		C2DFImage &	gain
	)