2d/fuzzyseg.hh
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/* -*- mia-c++ -*-
*
* This file is part of MIA - a toolbox for medical image analysis
* Copyright (c) Leipzig, Madrid 1999-2017 Gert Wollny
*
* MIA is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with MIA; if not, see <http://www.gnu.org/licenses/>.
*
*/
#include <mia/2d/imageio.hh>
NS_MIA_BEGIN
struct SFuzzySegParams {
float residuum;
float lambda1;
float lambda2;
SFuzzySegParams():
residuum(0.1),
lambda1(2e5),
lambda2(2e6)
{}
};
EXPORT_2D P2DImage fuzzy_segment_2d(const C2DImage& src, size_t noOfClasses,
const SFuzzySegParams& residuum,
C2DImageVector& classes, P2DImage& gain);
NS_MIA_END
P2DImage
C2DImage::Pointer P2DImage
Shared pointer representation of the 2D Image.
Definition 2d/image.hh:120
imageio.hh
C2DImageVector
Vector of 2D images to load and store series of images to one file.
Definition 2d/imageio.hh:40
C2DImage
This is the base class for 2D images that can hold generic pixel data.
Definition 2d/image.hh:48
EXPORT_2D
#define EXPORT_2D
Definition defines2d.hh:37
NS_MIA_BEGIN
#define NS_MIA_BEGIN
conveniance define to start the mia namespace
Definition defines.hh:33
NS_MIA_END
#define NS_MIA_END
conveniance define to end the mia namespace
Definition defines.hh:36
fuzzy_segment_2d
EXPORT_2D P2DImage fuzzy_segment_2d(const C2DImage &src, size_t noOfClasses, const SFuzzySegParams &residuum, C2DImageVector &classes, P2DImage &gain)
Run a fuzzy c-mean segmentation with gain field correction.
SFuzzySegParams
Definition 2d/fuzzyseg.hh:25
SFuzzySegParams::lambda1
float lambda1
Definition 2d/fuzzyseg.hh:27
SFuzzySegParams::SFuzzySegParams
SFuzzySegParams()
Definition 2d/fuzzyseg.hh:29
SFuzzySegParams::lambda2
float lambda2
Definition 2d/fuzzyseg.hh:28
SFuzzySegParams::residuum
float residuum
Definition 2d/fuzzyseg.hh:26