MagickExport Image *AddNoiseImage(const Image *image,const NoiseType noise_type,
  const double attenuate,ExceptionInfo *exception)
{
#define AddNoiseImageTag  "AddNoise/Image"

  CacheView
    *image_view,
    *noise_view;

  Image
    *noise_image;

  MagickBooleanType
    status;

  MagickOffsetType
    progress;

  RandomInfo
    **magick_restrict random_info;

  ssize_t
    y;

#if defined(MAGICKCORE_OPENMP_SUPPORT)
  unsigned long
    key;
#endif

  /*
    Initialize noise image attributes.
  */
  assert(image != (const Image *) NULL);
  assert(image->signature == MagickCoreSignature);
  if (image->debug != MagickFalse)
    (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
  assert(exception != (ExceptionInfo *) NULL);
  assert(exception->signature == MagickCoreSignature);
#if defined(MAGICKCORE_OPENCL_SUPPORT)
  noise_image=AccelerateAddNoiseImage(image,noise_type,attenuate,exception);
  if (noise_image != (Image *) NULL)
    return(noise_image);
#endif
  noise_image=CloneImage(image,0,0,MagickTrue,exception);
  if (noise_image == (Image *) NULL)
    return((Image *) NULL);
  if (SetImageStorageClass(noise_image,DirectClass,exception) == MagickFalse)
    {
      noise_image=DestroyImage(noise_image);
      return((Image *) NULL);
    }
  /*
    Add noise in each row.
  */
  status=MagickTrue;
  progress=0;
  random_info=AcquireRandomInfoThreadSet();
  image_view=AcquireVirtualCacheView(image,exception);
  noise_view=AcquireAuthenticCacheView(noise_image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
  key=GetRandomSecretKey(random_info[0]);
  #pragma omp parallel for schedule(static) shared(progress,status) \
    magick_number_threads(image,noise_image,image->rows,key == ~0UL)
#endif
  for (y=0; y < (ssize_t) image->rows; y++)
  {
    const int
      id = GetOpenMPThreadId();

    MagickBooleanType
      sync;

    const Quantum
      *magick_restrict p;

    ssize_t
      x;

    Quantum
      *magick_restrict q;

    if (status == MagickFalse)
      continue;
    p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception);
    q=QueueCacheViewAuthenticPixels(noise_view,0,y,noise_image->columns,1,
      exception);
    if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
      {
        status=MagickFalse;
        continue;
      }
    for (x=0; x < (ssize_t) image->columns; x++)
    {
      ssize_t
        i;

      for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
      {
        PixelChannel channel = GetPixelChannelChannel(image,i);
        PixelTrait traits = GetPixelChannelTraits(image,channel);
        PixelTrait noise_traits=GetPixelChannelTraits(noise_image,channel);
        if ((traits == UndefinedPixelTrait) ||
            (noise_traits == UndefinedPixelTrait))
          continue;
        if ((noise_traits & CopyPixelTrait) != 0)
          {
            SetPixelChannel(noise_image,channel,p[i],q);
            continue;
          }
        SetPixelChannel(noise_image,channel,ClampToQuantum(
          GenerateDifferentialNoise(random_info[id],p[i],noise_type,attenuate)),
          q);
      }
      p+=GetPixelChannels(image);
      q+=GetPixelChannels(noise_image);
    }
    sync=SyncCacheViewAuthenticPixels(noise_view,exception);
    if (sync == MagickFalse)
      status=MagickFalse;
    if (image->progress_monitor != (MagickProgressMonitor) NULL)
      {
        MagickBooleanType
          proceed;

#if defined(MAGICKCORE_OPENMP_SUPPORT)
        #pragma omp atomic
#endif
        progress++;
        proceed=SetImageProgress(image,AddNoiseImageTag,progress,image->rows);
        if (proceed == MagickFalse)
          status=MagickFalse;
      }
  }
  noise_view=DestroyCacheView(noise_view);
  image_view=DestroyCacheView(image_view);
  random_info=DestroyRandomInfoThreadSet(random_info);
  if (status == MagickFalse)
    noise_image=DestroyImage(noise_image);
  return(noise_image);
}
MagickExport Image *AddNoiseImage(const Image *image,const NoiseType noise_type,
  const double attenuate,ExceptionInfo *exception)
{
#define AddNoiseImageTag  "AddNoise/Image"

  CacheView
    *image_view,
    *noise_view;

  Image
    *noise_image;

  MagickBooleanType
    status;

  MagickOffsetType
    progress;

  RandomInfo
    **magick_restrict random_info;

  ssize_t
    y;

#if defined(MAGICKCORE_OPENMP_SUPPORT)
  unsigned long
    key;
#endif

   
  assert(image != (const Image *) NULL);
  assert(image->signature == MagickCoreSignature);
  if (image->debug != MagickFalse)
    (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
  assert(exception != (ExceptionInfo *) NULL);
  assert(exception->signature == MagickCoreSignature);
#if defined(MAGICKCORE_OPENCL_SUPPORT)
  noise_image=AccelerateAddNoiseImage(image,noise_type,attenuate,exception);
  if (noise_image != (Image *) NULL)
    return(noise_image);
#endif
  noise_image=CloneImage(image,0,0,MagickTrue,exception);
  if (noise_image == (Image *) NULL)
    return((Image *) NULL);
  if (SetImageStorageClass(noise_image,DirectClass,exception) == MagickFalse)
    {
      noise_image=DestroyImage(noise_image);
      return((Image *) NULL);
    }
   
  status=MagickTrue;
  progress=0;
  random_info=AcquireRandomInfoThreadSet();
  image_view=AcquireVirtualCacheView(image,exception);
  noise_view=AcquireAuthenticCacheView(noise_image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
  key=GetRandomSecretKey(random_info[0]);
  #pragma omp parallel for schedule(static) shared(progress,status) \
    magick_number_threads(image,noise_image,image->rows,key == ~0UL)
#endif
  for (y=0; y < (ssize_t) image->rows; y++)
  {
    const int
      id = GetOpenMPThreadId();

    MagickBooleanType
      sync;

    const Quantum
      *magick_restrict p;

    ssize_t
      x;

    Quantum
      *magick_restrict q;

    if (status == MagickFalse)
      continue;
    p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception);
    q=QueueCacheViewAuthenticPixels(noise_view,0,y,noise_image->columns,1,
      exception);
    if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
      {
        status=MagickFalse;
        continue;
      }
    for (x=0; x < (ssize_t) image->columns; x++)
    {
      ssize_t
        i;

      for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
      {
        PixelChannel channel = GetPixelChannelChannel(image,i);
        PixelTrait traits = GetPixelChannelTraits(image,channel);
        PixelTrait noise_traits=GetPixelChannelTraits(noise_image,channel);
        if ((traits == UndefinedPixelTrait) ||
            (noise_traits == UndefinedPixelTrait))
          continue;
        if ((noise_traits & CopyPixelTrait) != 0)
          {
            SetPixelChannel(noise_image,channel,p[i],q);
            continue;
          }
        SetPixelChannel(noise_image,channel,ClampToQuantum(
          GenerateDifferentialNoise(random_info[id],p[i],noise_type,attenuate)),
          q);
      }
      p+=GetPixelChannels(image);
      q+=GetPixelChannels(noise_image);
    }
    sync=SyncCacheViewAuthenticPixels(noise_view,exception);
    if (sync == MagickFalse)
      status=MagickFalse;
    if (image->progress_monitor != (MagickProgressMonitor) NULL)
      {
        MagickBooleanType
          proceed;

#if defined(MAGICKCORE_OPENMP_SUPPORT)
        #pragma omp atomic
#endif
        progress++;
        proceed=SetImageProgress(image,AddNoiseImageTag,progress,image->rows);
        if (proceed == MagickFalse)
          status=MagickFalse;
      }
  }
  noise_view=DestroyCacheView(noise_view);
  image_view=DestroyCacheView(image_view);
  random_info=DestroyRandomInfoThreadSet(random_info);
  if (status == MagickFalse)
    noise_image=DestroyImage(noise_image);
  return(noise_image);
}