download filterMorphology.pas
Language: Delphi
Copyright: (C) 2004 Durand Emmanuel (C) 2004 Burgel Eric
LOC: 237
Project Info
Filters
Server: SourceForge
Type: cvs
...ilters\Filters1\Src\Delphi\
   ...ractfilterNeighbor3.pas
   Chronometer.pas
   divers.pas
   filter.pas
   filterAdjust.pas
   filterArithmeticAdd.pas
   ...ithmeticConstantAdd.pas
   ...ArithmeticSubstract.pas
   filterBlobBalance.pas
   filterBlobExplorer.pas
   filterBlobGrouping.pas
   ...erBlobRepositioning.pas
   ...rBlobRepositioning2.pas
   filterBlur.pas
   filterCanny.pas
   filterContour.pas
   filterContrastExplorer.pas
   filterConvolution.pas
   filterCoocurenceMatrix.pas
   filterCopy.pas
   filterCorrelation.pas
   filterCutter.pas
   filterDistancesMap.pas
   filterExplorer.pas
   ...nisotropicDiffusion.pas
   ...GranularityExplorer.pas
   filterHistogram.pas
   ...erHistogramContrast.pas
   filterImageCreator.pas
   filterImageLoader.pas
   filterImageSaver.pas
   filterIntegration.pas
   filterInvert.pas
   filterLocalDeviation.pas
   filterLogPolar.pas
   filterMedian.pas
   filterMorphology.pas
   ...onMaximaSuppression.pas
   filterNormalize.pas
   filterOnOffCell.pas
   filterProjectionLine.pas
   filterPyramid.pas
   filterRescaleIntensity.pas
   filterResize.pas
   filterRotation.pas
   filterSigmoid.pas
   filterSmoothBilateral.pas
   filterSobel.pas
   filterSPV.pas
   filterStackProcessor.pas
   filterStackSmasher.pas
   ...erStandardDeviation.pas
   filterSUSAN.pas
   filterThresholdBinary.pas
   filterVectorHistogram.pas
   filterWavelets.pas
   filterWaves.pas
   fmask.pas
   fparameters.pas
   image.pas
   imageIO.pas
   imageIOVideo.pas
   lacModel.pas
   polygonalyzation.pas
   wrapper_itk.pas
   wrapper_opencv.pas

unit filterMorphology;
(* ***** BEGIN LICENSE BLOCK *****
 * Copyright (C) 2004 Durand Emmanuel
 * Copyright (C) 2004 Burgel Eric
 *
 * This library is free software; you can redistribute it and/or
 * modify it under the terms of the GNU Lesser General Public
 * License as published by the Free Software Foundation; either
 * version 2.1 of the License, or (at your option) any later version.
 *
 * This library 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
 * Lesser General Public License for more details.
 *
 * You should have received a copy of the GNU Lesser General Public
 * License along with this library; if not, write to the Free Software
 * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307  USA
 *
 * Contact :
 *   filters@edurand.com
 *   filters@burgel.com
 *
 * ***** END LICENSE BLOCK ***** *)

{
 edurand (filters@edurand.com)
}

interface
uses
  filter, fparameters, image, SysUtils, filterArithmeticSubstract, filterArithmeticAdd;

type
  TFilterMorphology = class(TFilter)
  public
    constructor Create; override;
    destructor Destroy; override;
    procedure Run(); override;
    procedure setParameterImage( const aName: String; const aImage: PBitmap32); override;
  private
    parameterIteration : TParameterInteger;
    parameterImageIn, parameterImageOut : TParameterImage;
    parameterSE : TParameterImage;
    parameterType : TParameterString ;
    image1, image2, image3, image4 : PBitmap32;
    filterArithmeticSubstract : TFilterArithmeticSubstract;
    filterArithmeticAdd : TFilterArithmeticAdd;
    SE, defaultSE : PBitmap32;
    procedure erode(aImageIn, aImageOut : PBitmap32);
    procedure dilate(aImageIn, aImageOut : PBitmap32);
    procedure substract(aImageIn1, aImageIn2, aImageOut : PBitmap32);
    procedure add(aImageIn1, aImageIn2, aImageOut : PBitmap32);
    procedure destroyImages;
  end;

implementation
uses
  imageIO, Math;

constructor TFilterMorphology.Create;
begin
  inherited;
  parameterImageIn := addParameterImage( 'inImage', 'input image' );
  parameterImageOut := addParameterImage( 'outImage', 'output image' );
  parameterSE := addParameterImage( 'structuredElementImage', 'the structured element to use (a image with white pixel inside the structured element, and other pixels to black). By default the SE is a disk of size 3*3.' );
  parameterIteration := addParameterInteger( 'iteration', '', 0, 100, 1 );
  parameterType := addParameterString( 'type', 'ERODE/DILATE/OPEN/CLOSE/BLACK_TOP_HAT/WHITE_TOP_HAT/GRADIENT_BY_EROSION/GRADIENT_BY_DILATION/GRADIENT_OF_BEUCHER', 'ERODE' );
  filterArithmeticSubstract := TFilterArithmeticSubstract.Create;
  filterArithmeticAdd := TFilterArithmeticAdd.Create;
  defaultSE := image.createImage( 3, 3 );
  image.DrawDisk( defaultSE, 1, 1, 1.5, clWhite32 );
end;

destructor TFilterMorphology.Destroy;
begin
  destroyImages;
  filterArithmeticSubstract.Free;
  image.freeImage( defaultSE );
end;

procedure TFilterMorphology.destroyImages;
begin
  image.freeImage( image1 );
  image.freeImage( image2 );
  image.freeImage( image3 );
  image.freeImage( image4 );
end;

procedure TFilterMorphology.setParameterImage( const aName: String; const aImage: PBitmap32);
begin
  inherited;
  if aName='inImage' then begin
    image1 := eraseOrCreateImageLike(image1,aImage);
    image2 := eraseOrCreateImageLike(image2,aImage);
    image3 := eraseOrCreateImageLike(image3,aImage);
    image4 := eraseOrCreateImageLike(image4,aImage);
  end;
end;

// http://www.prip.tuwien.ac.at/~hanbury/MathMorph.pdf
// http://www.ulg.ac.be/telecom/teaching/notes/totali/elen016/node105_mn.html
procedure TFilterMorphology.Run();
var
  tmpImageIn : PBitmap32;
  i : Integer;
begin
 if (parameterImageIn.Image<>nil) and (parameterImageOut.Image<>nil) then begin
  SE := parameterSE.Image;
  if SE=nil then SE := defaultSE;
  tmpImageIn:=parameterImageIn.Image;
  i:=parameterIteration.Value;
  while i>0 do begin
    if parameterType.Value='ERODE' then begin
      erode(tmpImageIn, parameterImageOut.Image);
    end else
    if parameterType.Value='DILATE' then begin
      dilate(tmpImageIn, parameterImageOut.Image);
    end else
    if parameterType.Value='OPEN' then begin
      erode(tmpImageIn, image1);
      dilate(image1, parameterImageOut.Image);
    end else
    if parameterType.Value='CLOSE' then begin
      dilate(tmpImageIn, image1);
      erode(image1, parameterImageOut.Image);
    end else
    if parameterType.Value='BLACK_TOP_HAT' then begin
      dilate(tmpImageIn, image1);
      erode(image1, image2);
      substract(image2, tmpImageIn, parameterImageOut.Image);
    end else
    if parameterType.Value='WHITE_TOP_HAT' then begin
      erode(tmpImageIn, image1);
      dilate(image1, image2);
      substract(tmpImageIn, image2, parameterImageOut.Image);
    end else
    if parameterType.Value='GRADIENT_BY_EROSION' then begin
      erode(tmpImageIn, image1);
      substract(tmpImageIn, image1, parameterImageOut.Image);
    end else
    if parameterType.Value='GRADIENT_BY_DILATION' then begin
      dilate(tmpImageIn, image1);
      substract(image1, tmpImageIn, parameterImageOut.Image);
    end else
    if parameterType.Value='GRADIENT_OF_BEUCHER' then begin
      // GE
      erode(tmpImageIn, image1);
      substract(tmpImageIn, image1, image2);
      // GD
      dilate(tmpImageIn, image3);
      substract(image3, tmpImageIn, image4);
      // GE+GD
      add(image2, image4, parameterImageOut.Image);
    end;
    Dec(i);
    if tmpImageIn<>parameterImageIn.Image then image.freeImage(tmpImageIn);
    if i>0 then begin
      tmpImageIn:=createImageFromImage(parameterImageOut.Image);
    end;
  end;
 end;
end;

procedure TFilterMorphology.erode(aImageIn, aImageOut : PBitmap32);
var
  pSrc, PDest : PColor32Array;
  pSrcSE : PColor32Array;
  w,h :Integer;
  SE_w2, SE_h2 : Integer;
  SE_row, SE_col : Integer;
  SE_rowMax, SE_colMax : Integer;
  value : Integer;
  tIntensity, tIntensityMin : Integer;
  imageSrcRow, imageSrcCol : Integer;
  imageSrcRowmax, imageSrcColmax : Integer;
  imageSrcNeighborRow, imageSrcNeighborCol : Integer;
begin
  h := aImageIn.Height;
  w := aImageIn.Width;
  SE_w2 := SE.Width div 2;
  SE_h2 := SE.Height div 2;
  pSrc := aImageIn.Bits;
  imageSrcRowmax:=h-1;
  imageSrcColmax:=w-1;
  for imageSrcRow:=0 to imageSrcRowmax do begin
    pDest:=aImageOut.Bits;
    Inc(pDest,imageSrcRow*w);
    for imageSrcCol:=0 to imageSrcColmax do begin
      tIntensityMin := 255+1;
      pSrcSE := SE.Bits;
      SE_rowMax := SE.Height-1-SE_h2;
      SE_colMax := SE.Width-1-SE_w2;
      for SE_row:=-SE_h2 to SE_rowMax do begin
        imageSrcNeighborRow := imageSrcRow + SE_row;
        for SE_col:=-SE_w2 to SE_colMax do begin
          imageSrcNeighborCol := imageSrcCol + SE_col;
          if (imageSrcNeighborRow>=0) and (imageSrcNeighborRow<=imageSrcRowmax) and
             (imageSrcNeighborCol>=0) and (imageSrcNeighborCol<=imageSrcColmax) then begin
            if pSrcSE^[0]<>0 then begin
              value := pSrc[imageSrcNeighborRow*w+imageSrcNeighborCol];
              tIntensity := Intensity(value);
              if tIntensity < tIntensityMin then tIntensityMin := tIntensity;
            end;
          end;
          Inc(pSrcSE);
        end;
      end;
      pDest^[0] := Gray32(tIntensityMin);
      Inc(pDest);
    end;
  end;
end;

procedure TFilterMorphology.dilate(aImageIn, aImageOut : PBitmap32);
var
  pSrc, PDest : PColor32Array;
  pSrcSE : PColor32Array;
  w,h :Integer;
  SE_w2, SE_h2 : Integer;
  SE_row, SE_col : Integer;
  SE_rowMax, SE_colMax : Integer;
  value : Integer;
  tIntensity, tIntensityMax : Integer;
  imageSrcRow, imageSrcCol : Integer;
  imageSrcRowmax, imageSrcColmax : Integer;
  imageSrcNeighborRow, imageSrcNeighborCol : Integer;
begin
  h := aImageIn.Height;
  w := aImageIn.Width;
  SE_w2 := SE.Width div 2;
  SE_h2 := SE.Height div 2;
  pSrc := aImageIn.Bits;
  pSrcSE := SE.Bits;
  imageSrcRowmax := h-1;
  imageSrcColmax := w-1;
  for imageSrcRow:=0 to imageSrcRowmax do begin
    pDest:=aImageOut.Bits;
    Inc(pDest,imageSrcRow*w);
    for imageSrcCol:=0 to imageSrcColmax do begin
      tIntensityMax := -1;
      pSrcSE := SE.Bits;
      SE_rowMax := SE.Height-1-SE_h2;
      SE_colMax := SE.Width-1-SE_w2;
      for SE_row:=-SE_h2 to SE_rowMax do begin
        imageSrcNeighborRow := imageSrcRow + SE_row;
        for SE_col:=-SE_w2 to SE_colMax do begin
          imageSrcNeighborCol := imageSrcCol + SE_col;
          if (imageSrcNeighborRow>=0) and (imageSrcNeighborRow<=imageSrcRowmax) and
             (imageSrcNeighborCol>=0) and (imageSrcNeighborCol<=imageSrcColmax) then begin
            if pSrcSE^[0]<>0 then begin
              value:=pSrc[imageSrcNeighborRow*w+imageSrcNeighborCol];
              tIntensity := Intensity(value);
              if tIntensity > tIntensityMax then tIntensityMax:=tIntensity;
            end;
          end;
          Inc(pSrcSE);
        end;
      end;
      pDest^[0]:= Gray32(tIntensityMax);
      Inc(pDest);
    end;
  end;

end;

procedure TFilterMorphology.substract(aImageIn1, aImageIn2, aImageOut : PBitmap32);
begin
  filterArithmeticSubstract.setParameterImage('inImage1',aImageIn1);
  filterArithmeticSubstract.setParameterImage('inImage2',aImageIn2);
  filterArithmeticSubstract.setParameterImage('outImage',aImageOut);
  filterArithmeticSubstract.Run;
end;

procedure TFilterMorphology.add(aImageIn1, aImageIn2, aImageOut : PBitmap32);
begin
  filterArithmeticAdd.setParameterImage('inImage1',aImageIn1);
  filterArithmeticAdd.setParameterImage('inImage2',aImageIn2);
  filterArithmeticAdd.setParameterImage('outImage',aImageOut);
  filterArithmeticAdd.Run;
end;

end.

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