cmtkTypedArrayFunctionHistogramEqualization.cxx

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00001 /*
00002 //
00003 //  Copyright 2004-2010 SRI International
00004 //
00005 //  Copyright 1997-2009 Torsten Rohlfing
00006 //
00007 //  This file is part of the Computational Morphometry Toolkit.
00008 //
00009 //  http://www.nitrc.org/projects/cmtk/
00010 //
00011 //  The Computational Morphometry Toolkit is free software: you can
00012 //  redistribute it and/or modify it under the terms of the GNU General Public
00013 //  License as published by the Free Software Foundation, either version 3 of
00014 //  the License, or (at your option) any later version.
00015 //
00016 //  The Computational Morphometry Toolkit is distributed in the hope that it
00017 //  will be useful, but WITHOUT ANY WARRANTY; without even the implied
00018 //  warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
00019 //  GNU General Public License for more details.
00020 //
00021 //  You should have received a copy of the GNU General Public License along
00022 //  with the Computational Morphometry Toolkit.  If not, see
00023 //  <http://www.gnu.org/licenses/>.
00024 //
00025 //  $Revision: 2022 $
00026 //
00027 //  $LastChangedDate: 2010-07-21 15:26:03 -0700 (Wed, 21 Jul 2010) $
00028 //
00029 //  $LastChangedBy: torstenrohlfing $
00030 //
00031 */
00032 
00033 #include "cmtkTypedArrayFunctionHistogramEqualization.h"
00034 
00035 #include <vector>
00036 #include <algorithm>
00037 
00038 cmtk::TypedArrayFunctionHistogramEqualization
00039 ::TypedArrayFunctionHistogramEqualization
00040 ( const TypedArray& variableArray, const size_t numberOfHistogramBins )
00041 {  
00042   this->m_Histogram = Histogram<unsigned int>::SmartPtr( variableArray.GetHistogram( numberOfHistogramBins ) );
00043   (*this->m_Histogram)[0] = 0; // this effectively stretches the distribution
00044   this->m_Histogram->ConvertToCumulative();
00045 
00046   const Types::DataItemRange range = variableArray.GetRange();
00047   this->m_MinValue = range.m_LowerBound;
00048   this->m_ScaleFactor = 1.0 * range.Width() / (*this->m_Histogram)[numberOfHistogramBins-1];
00049 }
00050 
00051 cmtk::Types::DataItem 
00052 cmtk::TypedArrayFunctionHistogramEqualization
00053 ::operator()( const cmtk::Types::DataItem valueIn ) const
00054 {
00055   return this->m_MinValue + this->m_ScaleFactor * (*this->m_Histogram)[ this->m_Histogram->ValueToBin( valueIn ) ];
00056 }
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