magick/feature.c

/*
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%                      MagickCore Image Feature Methods                       %
%                                                                             %
%                              Software Design                                %
%                                John Cristy                                  %
%                                 July 1992                                   %
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%  Copyright 1999-2010 ImageMagick Studio LLC, a non-profit organization      %
%  dedicated to making software imaging solutions freely available.           %
%                                                                             %
%  You may not use this file except in compliance with the License.  You may  %
%  obtain a copy of the License at                                            %
%                                                                             %
%    http://www.imagemagick.org/script/license.php                            %
%                                                                             %
%  Unless required by applicable law or agreed to in writing, software        %
%  distributed under the License is distributed on an "AS IS" BASIS,          %
%  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.   %
%  See the License for the specific language governing permissions and        %
%  limitations under the License.                                             %
%                                                                             %
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%
%
*/

/*
  Include declarations.
*/
#include "magick/studio.h"
#include "magick/property.h"
#include "magick/animate.h"
#include "magick/blob.h"
#include "magick/blob-private.h"
#include "magick/cache.h"
#include "magick/cache-private.h"
#include "magick/cache-view.h"
#include "magick/client.h"
#include "magick/color.h"
#include "magick/color-private.h"
#include "magick/colorspace.h"
#include "magick/colorspace-private.h"
#include "magick/composite.h"
#include "magick/composite-private.h"
#include "magick/compress.h"
#include "magick/constitute.h"
#include "magick/deprecate.h"
#include "magick/display.h"
#include "magick/draw.h"
#include "magick/enhance.h"
#include "magick/exception.h"
#include "magick/exception-private.h"
#include "magick/feature.h"
#include "magick/gem.h"
#include "magick/geometry.h"
#include "magick/list.h"
#include "magick/image-private.h"
#include "magick/magic.h"
#include "magick/magick.h"
#include "magick/memory_.h"
#include "magick/module.h"
#include "magick/monitor.h"
#include "magick/monitor-private.h"
#include "magick/option.h"
#include "magick/paint.h"
#include "magick/pixel-private.h"
#include "magick/profile.h"
#include "magick/quantize.h"
#include "magick/random_.h"
#include "magick/segment.h"
#include "magick/semaphore.h"
#include "magick/signature-private.h"
#include "magick/string_.h"
#include "magick/thread-private.h"
#include "magick/timer.h"
#include "magick/utility.h"
#include "magick/version.h"

/*
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%   G e t I m a g e C h a n n e l F e a t u r e s                             %
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%
%  GetImageChannelFeatures() returns features for each channel in the
%  image.  The features include the angular second momentum, contrast,
%  correlation, sum of squares: variance, inverse difference moment, sum
%  average, sum varience, sum entropy, entropy, difference variance, difference
%  entropy, information measures of correlation 1, information measures of
%  correlation 2, and maximum correlation coefficient.  You can access the red
%  channel contrast, for example, like this:
%
%      channel_features=GetImageChannelFeatures(image,excepton);
%      contrast=channel_features[RedChannel].contrast;
%
%  Use MagickRelinquishMemory() to free the features buffer.
%
%  The format of the GetImageChannelFeatures method is:
%
%      ChannelFeatures *GetImageChannelFeatures(const Image *image,
%        ExceptionInfo *exception)
%
%  A description of each parameter follows:
%
%    o image: the image.
%
%    o exception: return any errors or warnings in this structure.
%
*/
MagickExport ChannelFeatures *GetImageChannelFeatures(const Image *image,
  ExceptionInfo *exception)
{
  typedef struct _SpatialDependenceMatrix
  {
    LongPixelPacket
      tone[4];
  } SpatialDependenceMatrix;

  CacheView
    *image_view;

  ChannelFeatures
    *channel_features;

  LongPixelPacket
    tone,
    *tones;

  long
    y;

  MagickBooleanType
    status;

  register long
    i;

  size_t
    length;

  SpatialDependenceMatrix
    **pixels;

  unsigned long
    number_tones;

  assert(image != (Image *) NULL);
  assert(image->signature == MagickSignature);
  if (image->debug != MagickFalse)
    (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
  length=AllChannels+1UL;
  channel_features=(ChannelFeatures *) AcquireQuantumMemory(length,
    sizeof(*channel_features));
  if (channel_features == (ChannelFeatures *) NULL)
    ThrowFatalException(ResourceLimitFatalError,"MemoryAllocationFailed");
  (void) ResetMagickMemory(channel_features,0,length*
    sizeof(*channel_features));
  /*
    Form tones.
  */
  tones=(LongPixelPacket *) AcquireQuantumMemory(MaxMap+1UL,sizeof(*tones));
  if (tones == (LongPixelPacket *) NULL)
    {
      (void) ThrowMagickException(exception,GetMagickModule(),
        ResourceLimitError,"MemoryAllocationFailed","`%s'",image->filename);
      channel_features=(ChannelFeatures *) RelinquishMagickMemory(
        channel_features);
      return(channel_features);
    }
  for (i=0; i <= (long) MaxMap; i++)
  {
    tones[i].red=(~0UL);
    tones[i].green=(~0UL);
    tones[i].blue=(~0UL);
    tones[i].opacity=(~0UL);
    tones[i].index=(~0UL);
  }
  status=MagickTrue;
  image_view=AcquireCacheView(image);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
  #pragma omp parallel for schedule(dynamic,4) shared(status)
#endif
  for (y=0; y < (long) image->rows; y++)
  {
    register const IndexPacket
      *restrict indexes;

    register const PixelPacket
      *restrict p;

    register long
      x;

    if (status == MagickFalse)
      continue;
    p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception);
    if (p == (const PixelPacket *) NULL)
      {
        status=MagickFalse;
        continue;
      }
    indexes=GetCacheViewVirtualIndexQueue(image_view);
    for (x=0; x < (long) image->columns; x++)
    {
      tones[ScaleQuantumToMap(p->red)].red=ScaleQuantumToMap(p->red);
      tones[ScaleQuantumToMap(p->green)].green=ScaleQuantumToMap(p->green);
      tones[ScaleQuantumToMap(p->blue)].blue=ScaleQuantumToMap(p->blue);
      if (image->matte != MagickFalse)
        tones[ScaleQuantumToMap(p->opacity)].opacity=
          ScaleQuantumToMap(p->opacity);
      if (image->colorspace == CMYKColorspace)
        tones[ScaleQuantumToMap(indexes[x])].index=
          ScaleQuantumToMap(indexes[x]);
      p++;
    }
  }
  image_view=DestroyCacheView(image_view);
  if (status == MagickFalse)
    {
      tones=(LongPixelPacket *) RelinquishMagickMemory(tones);
      channel_features=(ChannelFeatures *) RelinquishMagickMemory(
        channel_features);
      return(channel_features);
    }
  (void) ResetMagickMemory(&tone,0,sizeof(tone));
  for (i=0; i <= (long) MaxMap; i++)
  {
    if (tones[i].red != ~0UL)
      tones[tone.red++].red=tones[i].red;
    if (tones[i].green != ~0UL)
      tones[tone.green++].green=tones[i].green;
    if (tones[i].blue != ~0UL)
      tones[tone.blue++].blue=tones[i].blue;
    if (image->matte != MagickFalse)
      if (tones[i].opacity != ~0UL)
        tones[tone.opacity++].opacity=tones[i].opacity;
    if (image->colorspace == CMYKColorspace)
      if (tones[i].index != ~0UL)
        tones[tone.index++].index=tones[i].index;
  }
  /*
    Allocate spatial dependence matrix.
  */
  number_tones=tone.red;
  if (tone.green > number_tones)
    number_tones=tone.green;
  if (tone.blue > number_tones)
    number_tones=tone.blue;
  if (image->matte != MagickFalse)
    if (tone.opacity > number_tones)
      number_tones=tone.opacity;
  if (image->colorspace == CMYKColorspace)
    if (tone.index > number_tones)
      number_tones=tone.index;
  pixels=(SpatialDependenceMatrix **) AcquireQuantumMemory(number_tones,
    sizeof(**pixels));
  if (pixels == (SpatialDependenceMatrix **) NULL)
    {
      (void) ThrowMagickException(exception,GetMagickModule(),
        ResourceLimitError,"MemoryAllocationFailed","`%s'",image->filename);
      tones=(LongPixelPacket *) RelinquishMagickMemory(tones);
      channel_features=(ChannelFeatures *) RelinquishMagickMemory(
        channel_features);
      return(channel_features);
    }
  for (i=0; i <= (long) number_tones; i++)
  {
    pixels[i]=(SpatialDependenceMatrix *) AcquireQuantumMemory(number_tones,
      sizeof(*pixels));
    if (pixels[i] == (SpatialDependenceMatrix *) NULL)
      break;
    (void) ResetMagickMemory(pixels[i],0,number_tones*sizeof(*pixels));
  }
  if (i <= (long) number_tones)
    {
      (void) ThrowMagickException(exception,GetMagickModule(),
        ResourceLimitError,"MemoryAllocationFailed","`%s'",image->filename);
      for (i--; i >= 0; i--)
        pixels[i]=(SpatialDependenceMatrix *) RelinquishMagickMemory(pixels[i]);
      pixels=(SpatialDependenceMatrix **) RelinquishMagickMemory(pixels);
      tones=(LongPixelPacket *) RelinquishMagickMemory(tones);
      channel_features=(ChannelFeatures *) RelinquishMagickMemory(
        channel_features);
      return(channel_features);
    }
  /*
    Initialize spatial dependence matrix.
  */
  status=MagickTrue;
  image_view=AcquireCacheView(image);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
  #pragma omp parallel for schedule(dynamic,4) shared(status)
#endif
  for (y=0; y < (long) image->rows; y++)
  {
    long
      u,
      v;

    register const IndexPacket
      *restrict indexes;

    register const PixelPacket
      *restrict p;

    register long
      x;

    if (status == MagickFalse)
      continue;
    p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception);
    if (p == (const PixelPacket *) NULL)
      {
        status=MagickFalse;
        continue;
      }
    indexes=GetCacheViewVirtualIndexQueue(image_view);
    for (x=0; x < (long) image->columns; x++)
    {
      for (i=0; i < 4; i++)
      {
      }
    }
  }
  image_view=DestroyCacheView(image_view);
  if (status == MagickFalse)
    {
      (void) ThrowMagickException(exception,GetMagickModule(),
        ResourceLimitError,"MemoryAllocationFailed","`%s'",image->filename);
      for (i=0; i <= (long) number_tones; i++)
        pixels[i]=(SpatialDependenceMatrix *) RelinquishMagickMemory(pixels[i]);
      pixels=(SpatialDependenceMatrix **) RelinquishMagickMemory(pixels);
      tones=(LongPixelPacket *) RelinquishMagickMemory(tones);
      channel_features=(ChannelFeatures *) RelinquishMagickMemory(
        channel_features);
      return(channel_features);
    }
  /*
    Relinquish resources.
  */
  for (i=0; i <= (long) number_tones; i++)
    pixels[i]=(SpatialDependenceMatrix *) RelinquishMagickMemory(pixels[i]);
  pixels=(SpatialDependenceMatrix **) RelinquishMagickMemory(pixels);
  tones=(LongPixelPacket *) RelinquishMagickMemory(tones);
  return(channel_features);
}