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<a href="#pub-methods">Public Member Functions</a> </div>
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<div class="title">C2DFuzzyClusterSolver Class Reference<div class="ingroups"><a class="el" href="group__filtering.html">Filtering and combining</a></div></div> </div>
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<p>A solver for the fuzzy segmentation smoothness constraint.
<a href="classC2DFuzzyClusterSolver.html#details">More...</a></p>
<p><code>#include <<a class="el" href="fuzzyClusterSolverSOR_8hh_source.html">mia/2d/fuzzyClusterSolverSOR.hh</a>></code></p>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
Public Member Functions</h2></td></tr>
<tr class="memitem:a29ff9030a83ea58183ac893ccb364b74"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classC2DFuzzyClusterSolver.html#a29ff9030a83ea58183ac893ccb364b74">C2DFuzzyClusterSolver</a> (const <a class="el" href="2d_2image_8hh.html#a6ed03a22f44b5f4926f823612784edcc">C2DFImage</a> &weight, double lambda1, double lambda2, int max_iter)</td></tr>
<tr class="separator:a29ff9030a83ea58183ac893ccb364b74"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a1813072c5a6dce1d01c7391f19985d2d"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classC2DFuzzyClusterSolver.html#a1813072c5a6dce1d01c7391f19985d2d">solve</a> (const <a class="el" href="2d_2image_8hh.html#a6ed03a22f44b5f4926f823612784edcc">C2DFImage</a> &force, <a class="el" href="2d_2image_8hh.html#a6ed03a22f44b5f4926f823612784edcc">C2DFImage</a> &gain)</td></tr>
<tr class="separator:a1813072c5a6dce1d01c7391f19985d2d"><td class="memSeparator" colspan="2"> </td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>A solver for the fuzzy segmentation smoothness constraint. </p>
<p>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 </p>
<p>Definition at line <a class="el" href="fuzzyClusterSolverSOR_8hh_source.html#l00044">44</a> of file <a class="el" href="fuzzyClusterSolverSOR_8hh_source.html">fuzzyClusterSolverSOR.hh</a>.</p>
</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
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<td class="memname">C2DFuzzyClusterSolver::C2DFuzzyClusterSolver </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="2d_2image_8hh.html#a6ed03a22f44b5f4926f823612784edcc">C2DFImage</a> & </td>
<td class="paramname"><em>weight</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">double </td>
<td class="paramname"><em>lambda1</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">double </td>
<td class="paramname"><em>lambda2</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">int </td>
<td class="paramname"><em>max_iter</em> </td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
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<p>Contructor </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">weight</td><td>matrix </td></tr>
<tr><td class="paramname">lambda1</td><td>Penalize magnitude of intensity inhomogeinity correction </td></tr>
<tr><td class="paramname">lambda2</td><td>Smoothness of intensity inhomogeinity correction </td></tr>
<tr><td class="paramname">max_iter</td><td>maximum number of iterations </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<h2 class="groupheader">Member Function Documentation</h2>
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<td class="memname">void C2DFuzzyClusterSolver::solve </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="2d_2image_8hh.html#a6ed03a22f44b5f4926f823612784edcc">C2DFImage</a> & </td>
<td class="paramname"><em>force</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="2d_2image_8hh.html#a6ed03a22f44b5f4926f823612784edcc">C2DFImage</a> & </td>
<td class="paramname"><em>gain</em> </td>
</tr>
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<td></td>
<td>)</td>
<td></td><td></td>
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<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramdir">[in]</td><td class="paramname">force</td><td>matrix to drive update of gain field </td></tr>
<tr><td class="paramdir">[in,out]</td><td class="paramname">gain</td><td>filed to be updated </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<hr/>The documentation for this class was generated from the following file:<ul>
<li><a class="el" href="fuzzyClusterSolverSOR_8hh_source.html">fuzzyClusterSolverSOR.hh</a></li>
</ul>
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