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/*
|
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
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% %
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% %
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% %
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% TTTTT H H RRRR EEEEE SSSSS H H OOO L DDDD %
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% T H H R R E SS H H O O L D D %
|
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% T HHHHH RRRR EEE SSS HHHHH O O L D D %
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% T H H R R E SS H H O O L D D %
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% T H H R R EEEEE SSSSS H H OOO LLLLL DDDD %
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% %
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% %
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% MagickCore Image Threshold Methods %
|
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% %
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% Software Design %
|
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|
% Cristy %
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|
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% October 1996 %
|
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% %
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% %
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% Copyright 1999-2021 ImageMagick Studio LLC, a non-profit organization %
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|
% dedicated to making software imaging solutions freely available. %
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% %
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% You may not use this file except in compliance with the License. You may %
|
|
|
% obtain a copy of the License at %
|
|
|
% %
|
|
|
% https://imagemagick.org/script/license.php %
|
|
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% %
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|
|
% Unless required by applicable law or agreed to in writing, software %
|
|
|
% distributed under the License is distributed on an "AS IS" BASIS, %
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% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. %
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% See the License for the specific language governing permissions and %
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% limitations under the License. %
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% %
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%
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%
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%
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|
*/
|
|
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|
|
/*
|
|
|
Include declarations.
|
|
|
*/
|
|
|
#include "MagickCore/studio.h"
|
|
|
#include "MagickCore/artifact.h"
|
|
|
#include "MagickCore/blob.h"
|
|
|
#include "MagickCore/cache-view.h"
|
|
|
#include "MagickCore/color.h"
|
|
|
#include "MagickCore/color-private.h"
|
|
|
#include "MagickCore/colormap.h"
|
|
|
#include "MagickCore/colorspace.h"
|
|
|
#include "MagickCore/colorspace-private.h"
|
|
|
#include "MagickCore/configure.h"
|
|
|
#include "MagickCore/constitute.h"
|
|
|
#include "MagickCore/decorate.h"
|
|
|
#include "MagickCore/draw.h"
|
|
|
#include "MagickCore/enhance.h"
|
|
|
#include "MagickCore/exception.h"
|
|
|
#include "MagickCore/exception-private.h"
|
|
|
#include "MagickCore/effect.h"
|
|
|
#include "MagickCore/fx.h"
|
|
|
#include "MagickCore/gem.h"
|
|
|
#include "MagickCore/gem-private.h"
|
|
|
#include "MagickCore/geometry.h"
|
|
|
#include "MagickCore/image-private.h"
|
|
|
#include "MagickCore/list.h"
|
|
|
#include "MagickCore/log.h"
|
|
|
#include "MagickCore/memory_.h"
|
|
|
#include "MagickCore/monitor.h"
|
|
|
#include "MagickCore/monitor-private.h"
|
|
|
#include "MagickCore/montage.h"
|
|
|
#include "MagickCore/option.h"
|
|
|
#include "MagickCore/pixel-accessor.h"
|
|
|
#include "MagickCore/pixel-private.h"
|
|
|
#include "MagickCore/property.h"
|
|
|
#include "MagickCore/quantize.h"
|
|
|
#include "MagickCore/quantum.h"
|
|
|
#include "MagickCore/quantum-private.h"
|
|
|
#include "MagickCore/random_.h"
|
|
|
#include "MagickCore/random-private.h"
|
|
|
#include "MagickCore/resize.h"
|
|
|
#include "MagickCore/resource_.h"
|
|
|
#include "MagickCore/segment.h"
|
|
|
#include "MagickCore/shear.h"
|
|
|
#include "MagickCore/signature-private.h"
|
|
|
#include "MagickCore/string_.h"
|
|
|
#include "MagickCore/string-private.h"
|
|
|
#include "MagickCore/thread-private.h"
|
|
|
#include "MagickCore/threshold.h"
|
|
|
#include "MagickCore/token.h"
|
|
|
#include "MagickCore/transform.h"
|
|
|
#include "MagickCore/xml-tree.h"
|
|
|
#include "MagickCore/xml-tree-private.h"
|
|
|
|
|
|
/*
|
|
|
Define declarations.
|
|
|
*/
|
|
|
#define ThresholdsFilename "thresholds.xml"
|
|
|
|
|
|
/*
|
|
|
Typedef declarations.
|
|
|
*/
|
|
|
struct _ThresholdMap
|
|
|
{
|
|
|
char
|
|
|
*map_id,
|
|
|
*description;
|
|
|
|
|
|
size_t
|
|
|
width,
|
|
|
height;
|
|
|
|
|
|
ssize_t
|
|
|
divisor,
|
|
|
*levels;
|
|
|
};
|
|
|
|
|
|
/*
|
|
|
Static declarations.
|
|
|
*/
|
|
|
#if MAGICKCORE_ZERO_CONFIGURATION_SUPPORT
|
|
|
#include "MagickCore/threshold-map.h"
|
|
|
#else
|
|
|
static const char *const
|
|
|
BuiltinMap=
|
|
|
"<?xml version=\"1.0\"?>"
|
|
|
"<thresholds>"
|
|
|
" <threshold map=\"threshold\" alias=\"1x1\">"
|
|
|
" <description>Threshold 1x1 (non-dither)</description>"
|
|
|
" <levels width=\"1\" height=\"1\" divisor=\"2\">"
|
|
|
" 1"
|
|
|
" </levels>"
|
|
|
" </threshold>"
|
|
|
" <threshold map=\"checks\" alias=\"2x1\">"
|
|
|
" <description>Checkerboard 2x1 (dither)</description>"
|
|
|
" <levels width=\"2\" height=\"2\" divisor=\"3\">"
|
|
|
" 1 2"
|
|
|
" 2 1"
|
|
|
" </levels>"
|
|
|
" </threshold>"
|
|
|
"</thresholds>";
|
|
|
#endif
|
|
|
|
|
|
/*
|
|
|
Forward declarations.
|
|
|
*/
|
|
|
static ThresholdMap
|
|
|
*GetThresholdMapFile(const char *,const char *,const char *,ExceptionInfo *);
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
% A d a p t i v e T h r e s h o l d I m a g e %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% AdaptiveThresholdImage() selects an individual threshold for each pixel
|
|
|
% based on the range of intensity values in its local neighborhood. This
|
|
|
% allows for thresholding of an image whose global intensity histogram
|
|
|
% doesn't contain distinctive peaks.
|
|
|
%
|
|
|
% The format of the AdaptiveThresholdImage method is:
|
|
|
%
|
|
|
% Image *AdaptiveThresholdImage(const Image *image,const size_t width,
|
|
|
% const size_t height,const double bias,ExceptionInfo *exception)
|
|
|
%
|
|
|
% A description of each parameter follows:
|
|
|
%
|
|
|
% o image: the image.
|
|
|
%
|
|
|
% o width: the width of the local neighborhood.
|
|
|
%
|
|
|
% o height: the height of the local neighborhood.
|
|
|
%
|
|
|
% o bias: the mean bias.
|
|
|
%
|
|
|
% o exception: return any errors or warnings in this structure.
|
|
|
%
|
|
|
*/
|
|
|
MagickExport Image *AdaptiveThresholdImage(const Image *image,
|
|
|
const size_t width,const size_t height,const double bias,
|
|
|
ExceptionInfo *exception)
|
|
|
{
|
|
|
#define AdaptiveThresholdImageTag "AdaptiveThreshold/Image"
|
|
|
|
|
|
CacheView
|
|
|
*image_view,
|
|
|
*threshold_view;
|
|
|
|
|
|
Image
|
|
|
*threshold_image;
|
|
|
|
|
|
MagickBooleanType
|
|
|
status;
|
|
|
|
|
|
MagickOffsetType
|
|
|
progress;
|
|
|
|
|
|
MagickSizeType
|
|
|
number_pixels;
|
|
|
|
|
|
ssize_t
|
|
|
y;
|
|
|
|
|
|
/*
|
|
|
Initialize threshold image attributes.
|
|
|
*/
|
|
|
assert(image != (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);
|
|
|
threshold_image=CloneImage(image,0,0,MagickTrue,exception);
|
|
|
if (threshold_image == (Image *) NULL)
|
|
|
return((Image *) NULL);
|
|
|
if ((width == 0) || (height == 0))
|
|
|
return(threshold_image);
|
|
|
status=SetImageStorageClass(threshold_image,DirectClass,exception);
|
|
|
if (status == MagickFalse)
|
|
|
{
|
|
|
threshold_image=DestroyImage(threshold_image);
|
|
|
return((Image *) NULL);
|
|
|
}
|
|
|
/*
|
|
|
Threshold image.
|
|
|
*/
|
|
|
status=MagickTrue;
|
|
|
progress=0;
|
|
|
number_pixels=(MagickSizeType) width*height;
|
|
|
image_view=AcquireVirtualCacheView(image,exception);
|
|
|
threshold_view=AcquireAuthenticCacheView(threshold_image,exception);
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp parallel for schedule(static) shared(progress,status) \
|
|
|
magick_number_threads(image,threshold_image,image->rows,1)
|
|
|
#endif
|
|
|
for (y=0; y < (ssize_t) image->rows; y++)
|
|
|
{
|
|
|
double
|
|
|
channel_bias[MaxPixelChannels],
|
|
|
channel_sum[MaxPixelChannels];
|
|
|
|
|
|
const Quantum
|
|
|
*magick_restrict p,
|
|
|
*magick_restrict pixels;
|
|
|
|
|
|
Quantum
|
|
|
*magick_restrict q;
|
|
|
|
|
|
ssize_t
|
|
|
i,
|
|
|
x;
|
|
|
|
|
|
ssize_t
|
|
|
center,
|
|
|
u,
|
|
|
v;
|
|
|
|
|
|
if (status == MagickFalse)
|
|
|
continue;
|
|
|
p=GetCacheViewVirtualPixels(image_view,-((ssize_t) width/2L),y-(ssize_t)
|
|
|
(height/2L),image->columns+width,height,exception);
|
|
|
q=QueueCacheViewAuthenticPixels(threshold_view,0,y,threshold_image->columns,
|
|
|
1,exception);
|
|
|
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
|
|
|
{
|
|
|
status=MagickFalse;
|
|
|
continue;
|
|
|
}
|
|
|
center=(ssize_t) GetPixelChannels(image)*(image->columns+width)*(height/2L)+
|
|
|
GetPixelChannels(image)*(width/2);
|
|
|
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
|
|
|
{
|
|
|
PixelChannel channel = GetPixelChannelChannel(image,i);
|
|
|
PixelTrait traits = GetPixelChannelTraits(image,channel);
|
|
|
PixelTrait threshold_traits=GetPixelChannelTraits(threshold_image,
|
|
|
channel);
|
|
|
if ((traits == UndefinedPixelTrait) ||
|
|
|
(threshold_traits == UndefinedPixelTrait))
|
|
|
continue;
|
|
|
if ((threshold_traits & CopyPixelTrait) != 0)
|
|
|
{
|
|
|
SetPixelChannel(threshold_image,channel,p[center+i],q);
|
|
|
continue;
|
|
|
}
|
|
|
pixels=p;
|
|
|
channel_bias[channel]=0.0;
|
|
|
channel_sum[channel]=0.0;
|
|
|
for (v=0; v < (ssize_t) height; v++)
|
|
|
{
|
|
|
for (u=0; u < (ssize_t) width; u++)
|
|
|
{
|
|
|
if (u == (ssize_t) (width-1))
|
|
|
channel_bias[channel]+=pixels[i];
|
|
|
channel_sum[channel]+=pixels[i];
|
|
|
pixels+=GetPixelChannels(image);
|
|
|
}
|
|
|
pixels+=GetPixelChannels(image)*image->columns;
|
|
|
}
|
|
|
}
|
|
|
for (x=0; x < (ssize_t) image->columns; x++)
|
|
|
{
|
|
|
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
|
|
|
{
|
|
|
double
|
|
|
mean;
|
|
|
|
|
|
PixelChannel channel = GetPixelChannelChannel(image,i);
|
|
|
PixelTrait traits = GetPixelChannelTraits(image,channel);
|
|
|
PixelTrait threshold_traits=GetPixelChannelTraits(threshold_image,
|
|
|
channel);
|
|
|
if ((traits == UndefinedPixelTrait) ||
|
|
|
(threshold_traits == UndefinedPixelTrait))
|
|
|
continue;
|
|
|
if ((threshold_traits & CopyPixelTrait) != 0)
|
|
|
{
|
|
|
SetPixelChannel(threshold_image,channel,p[center+i],q);
|
|
|
continue;
|
|
|
}
|
|
|
channel_sum[channel]-=channel_bias[channel];
|
|
|
channel_bias[channel]=0.0;
|
|
|
pixels=p;
|
|
|
for (v=0; v < (ssize_t) height; v++)
|
|
|
{
|
|
|
channel_bias[channel]+=pixels[i];
|
|
|
pixels+=(width-1)*GetPixelChannels(image);
|
|
|
channel_sum[channel]+=pixels[i];
|
|
|
pixels+=GetPixelChannels(image)*(image->columns+1);
|
|
|
}
|
|
|
mean=(double) (channel_sum[channel]/number_pixels+bias);
|
|
|
SetPixelChannel(threshold_image,channel,(Quantum) ((double)
|
|
|
p[center+i] <= mean ? 0 : QuantumRange),q);
|
|
|
}
|
|
|
p+=GetPixelChannels(image);
|
|
|
q+=GetPixelChannels(threshold_image);
|
|
|
}
|
|
|
if (SyncCacheViewAuthenticPixels(threshold_view,exception) == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
if (image->progress_monitor != (MagickProgressMonitor) NULL)
|
|
|
{
|
|
|
MagickBooleanType
|
|
|
proceed;
|
|
|
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp atomic
|
|
|
#endif
|
|
|
progress++;
|
|
|
proceed=SetImageProgress(image,AdaptiveThresholdImageTag,progress,
|
|
|
image->rows);
|
|
|
if (proceed == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
}
|
|
|
}
|
|
|
threshold_image->type=image->type;
|
|
|
threshold_view=DestroyCacheView(threshold_view);
|
|
|
image_view=DestroyCacheView(image_view);
|
|
|
if (status == MagickFalse)
|
|
|
threshold_image=DestroyImage(threshold_image);
|
|
|
return(threshold_image);
|
|
|
}
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
% A u t o T h r e s h o l d I m a g e %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% AutoThresholdImage() automatically performs image thresholding
|
|
|
% dependent on which method you specify.
|
|
|
%
|
|
|
% The format of the AutoThresholdImage method is:
|
|
|
%
|
|
|
% MagickBooleanType AutoThresholdImage(Image *image,
|
|
|
% const AutoThresholdMethod method,ExceptionInfo *exception)
|
|
|
%
|
|
|
% A description of each parameter follows:
|
|
|
%
|
|
|
% o image: The image to auto-threshold.
|
|
|
%
|
|
|
% o method: choose from Kapur, OTSU, or Triangle.
|
|
|
%
|
|
|
% o exception: return any errors or warnings in this structure.
|
|
|
%
|
|
|
*/
|
|
|
|
|
|
static double KapurThreshold(const Image *image,const double *histogram,
|
|
|
ExceptionInfo *exception)
|
|
|
{
|
|
|
#define MaxIntensity 255
|
|
|
|
|
|
double
|
|
|
*black_entropy,
|
|
|
*cumulative_histogram,
|
|
|
entropy,
|
|
|
epsilon,
|
|
|
maximum_entropy,
|
|
|
*white_entropy;
|
|
|
|
|
|
ssize_t
|
|
|
i,
|
|
|
j;
|
|
|
|
|
|
size_t
|
|
|
threshold;
|
|
|
|
|
|
/*
|
|
|
Compute optimal threshold from the entopy of the histogram.
|
|
|
*/
|
|
|
cumulative_histogram=(double *) AcquireQuantumMemory(MaxIntensity+1UL,
|
|
|
sizeof(*cumulative_histogram));
|
|
|
black_entropy=(double *) AcquireQuantumMemory(MaxIntensity+1UL,
|
|
|
sizeof(*black_entropy));
|
|
|
white_entropy=(double *) AcquireQuantumMemory(MaxIntensity+1UL,
|
|
|
sizeof(*white_entropy));
|
|
|
if ((cumulative_histogram == (double *) NULL) ||
|
|
|
(black_entropy == (double *) NULL) || (white_entropy == (double *) NULL))
|
|
|
{
|
|
|
if (white_entropy != (double *) NULL)
|
|
|
white_entropy=(double *) RelinquishMagickMemory(white_entropy);
|
|
|
if (black_entropy != (double *) NULL)
|
|
|
black_entropy=(double *) RelinquishMagickMemory(black_entropy);
|
|
|
if (cumulative_histogram != (double *) NULL)
|
|
|
cumulative_histogram=(double *)
|
|
|
RelinquishMagickMemory(cumulative_histogram);
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),
|
|
|
ResourceLimitError,"MemoryAllocationFailed","`%s'",image->filename);
|
|
|
return(-1.0);
|
|
|
}
|
|
|
/*
|
|
|
Entropy for black and white parts of the histogram.
|
|
|
*/
|
|
|
cumulative_histogram[0]=histogram[0];
|
|
|
for (i=1; i <= MaxIntensity; i++)
|
|
|
cumulative_histogram[i]=cumulative_histogram[i-1]+histogram[i];
|
|
|
epsilon=MagickMinimumValue;
|
|
|
for (j=0; j <= MaxIntensity; j++)
|
|
|
{
|
|
|
/*
|
|
|
Black entropy.
|
|
|
*/
|
|
|
black_entropy[j]=0.0;
|
|
|
if (cumulative_histogram[j] > epsilon)
|
|
|
{
|
|
|
entropy=0.0;
|
|
|
for (i=0; i <= j; i++)
|
|
|
if (histogram[i] > epsilon)
|
|
|
entropy-=histogram[i]/cumulative_histogram[j]*
|
|
|
log(histogram[i]/cumulative_histogram[j]);
|
|
|
black_entropy[j]=entropy;
|
|
|
}
|
|
|
/*
|
|
|
White entropy.
|
|
|
*/
|
|
|
white_entropy[j]=0.0;
|
|
|
if ((1.0-cumulative_histogram[j]) > epsilon)
|
|
|
{
|
|
|
entropy=0.0;
|
|
|
for (i=j+1; i <= MaxIntensity; i++)
|
|
|
if (histogram[i] > epsilon)
|
|
|
entropy-=histogram[i]/(1.0-cumulative_histogram[j])*
|
|
|
log(histogram[i]/(1.0-cumulative_histogram[j]));
|
|
|
white_entropy[j]=entropy;
|
|
|
}
|
|
|
}
|
|
|
/*
|
|
|
Find histogram bin with maximum entropy.
|
|
|
*/
|
|
|
maximum_entropy=black_entropy[0]+white_entropy[0];
|
|
|
threshold=0;
|
|
|
for (j=1; j <= MaxIntensity; j++)
|
|
|
if ((black_entropy[j]+white_entropy[j]) > maximum_entropy)
|
|
|
{
|
|
|
maximum_entropy=black_entropy[j]+white_entropy[j];
|
|
|
threshold=(size_t) j;
|
|
|
}
|
|
|
/*
|
|
|
Free resources.
|
|
|
*/
|
|
|
white_entropy=(double *) RelinquishMagickMemory(white_entropy);
|
|
|
black_entropy=(double *) RelinquishMagickMemory(black_entropy);
|
|
|
cumulative_histogram=(double *) RelinquishMagickMemory(cumulative_histogram);
|
|
|
return(100.0*threshold/MaxIntensity);
|
|
|
}
|
|
|
|
|
|
static double OTSUThreshold(const Image *image,const double *histogram,
|
|
|
ExceptionInfo *exception)
|
|
|
{
|
|
|
double
|
|
|
max_sigma,
|
|
|
*myu,
|
|
|
*omega,
|
|
|
*probability,
|
|
|
*sigma,
|
|
|
threshold;
|
|
|
|
|
|
ssize_t
|
|
|
i;
|
|
|
|
|
|
/*
|
|
|
Compute optimal threshold from maximization of inter-class variance.
|
|
|
*/
|
|
|
myu=(double *) AcquireQuantumMemory(MaxIntensity+1UL,sizeof(*myu));
|
|
|
omega=(double *) AcquireQuantumMemory(MaxIntensity+1UL,sizeof(*omega));
|
|
|
probability=(double *) AcquireQuantumMemory(MaxIntensity+1UL,
|
|
|
sizeof(*probability));
|
|
|
sigma=(double *) AcquireQuantumMemory(MaxIntensity+1UL,sizeof(*sigma));
|
|
|
if ((myu == (double *) NULL) || (omega == (double *) NULL) ||
|
|
|
(probability == (double *) NULL) || (sigma == (double *) NULL))
|
|
|
{
|
|
|
if (sigma != (double *) NULL)
|
|
|
sigma=(double *) RelinquishMagickMemory(sigma);
|
|
|
if (probability != (double *) NULL)
|
|
|
probability=(double *) RelinquishMagickMemory(probability);
|
|
|
if (omega != (double *) NULL)
|
|
|
omega=(double *) RelinquishMagickMemory(omega);
|
|
|
if (myu != (double *) NULL)
|
|
|
myu=(double *) RelinquishMagickMemory(myu);
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),
|
|
|
ResourceLimitError,"MemoryAllocationFailed","`%s'",image->filename);
|
|
|
return(-1.0);
|
|
|
}
|
|
|
/*
|
|
|
Calculate probability density.
|
|
|
*/
|
|
|
for (i=0; i <= (ssize_t) MaxIntensity; i++)
|
|
|
probability[i]=histogram[i];
|
|
|
/*
|
|
|
Generate probability of graylevels and mean value for separation.
|
|
|
*/
|
|
|
omega[0]=probability[0];
|
|
|
myu[0]=0.0;
|
|
|
for (i=1; i <= (ssize_t) MaxIntensity; i++)
|
|
|
{
|
|
|
omega[i]=omega[i-1]+probability[i];
|
|
|
myu[i]=myu[i-1]+i*probability[i];
|
|
|
}
|
|
|
/*
|
|
|
Sigma maximization: inter-class variance and compute optimal threshold.
|
|
|
*/
|
|
|
threshold=0;
|
|
|
max_sigma=0.0;
|
|
|
for (i=0; i < (ssize_t) MaxIntensity; i++)
|
|
|
{
|
|
|
sigma[i]=0.0;
|
|
|
if ((omega[i] != 0.0) && (omega[i] != 1.0))
|
|
|
sigma[i]=pow(myu[MaxIntensity]*omega[i]-myu[i],2.0)/(omega[i]*(1.0-
|
|
|
omega[i]));
|
|
|
if (sigma[i] > max_sigma)
|
|
|
{
|
|
|
max_sigma=sigma[i];
|
|
|
threshold=(double) i;
|
|
|
}
|
|
|
}
|
|
|
/*
|
|
|
Free resources.
|
|
|
*/
|
|
|
myu=(double *) RelinquishMagickMemory(myu);
|
|
|
omega=(double *) RelinquishMagickMemory(omega);
|
|
|
probability=(double *) RelinquishMagickMemory(probability);
|
|
|
sigma=(double *) RelinquishMagickMemory(sigma);
|
|
|
return(100.0*threshold/MaxIntensity);
|
|
|
}
|
|
|
|
|
|
static double TriangleThreshold(const double *histogram)
|
|
|
{
|
|
|
double
|
|
|
a,
|
|
|
b,
|
|
|
c,
|
|
|
count,
|
|
|
distance,
|
|
|
inverse_ratio,
|
|
|
max_distance,
|
|
|
segment,
|
|
|
x1,
|
|
|
x2,
|
|
|
y1,
|
|
|
y2;
|
|
|
|
|
|
ssize_t
|
|
|
i;
|
|
|
|
|
|
ssize_t
|
|
|
end,
|
|
|
max,
|
|
|
start,
|
|
|
threshold;
|
|
|
|
|
|
/*
|
|
|
Compute optimal threshold with triangle algorithm.
|
|
|
*/
|
|
|
start=0; /* find start bin, first bin not zero count */
|
|
|
for (i=0; i <= (ssize_t) MaxIntensity; i++)
|
|
|
if (histogram[i] > 0.0)
|
|
|
{
|
|
|
start=i;
|
|
|
break;
|
|
|
}
|
|
|
end=0; /* find end bin, last bin not zero count */
|
|
|
for (i=(ssize_t) MaxIntensity; i >= 0; i--)
|
|
|
if (histogram[i] > 0.0)
|
|
|
{
|
|
|
end=i;
|
|
|
break;
|
|
|
}
|
|
|
max=0; /* find max bin, bin with largest count */
|
|
|
count=0.0;
|
|
|
for (i=0; i <= (ssize_t) MaxIntensity; i++)
|
|
|
if (histogram[i] > count)
|
|
|
{
|
|
|
max=i;
|
|
|
count=histogram[i];
|
|
|
}
|
|
|
/*
|
|
|
Compute threshold at split point.
|
|
|
*/
|
|
|
x1=(double) max;
|
|
|
y1=histogram[max];
|
|
|
x2=(double) end;
|
|
|
if ((max-start) >= (end-max))
|
|
|
x2=(double) start;
|
|
|
y2=0.0;
|
|
|
a=y1-y2;
|
|
|
b=x2-x1;
|
|
|
c=(-1.0)*(a*x1+b*y1);
|
|
|
inverse_ratio=1.0/sqrt(a*a+b*b+c*c);
|
|
|
threshold=0;
|
|
|
max_distance=0.0;
|
|
|
if (x2 == (double) start)
|
|
|
for (i=start; i < max; i++)
|
|
|
{
|
|
|
segment=inverse_ratio*(a*i+b*histogram[i]+c);
|
|
|
distance=sqrt(segment*segment);
|
|
|
if ((distance > max_distance) && (segment > 0.0))
|
|
|
{
|
|
|
threshold=i;
|
|
|
max_distance=distance;
|
|
|
}
|
|
|
}
|
|
|
else
|
|
|
for (i=end; i > max; i--)
|
|
|
{
|
|
|
segment=inverse_ratio*(a*i+b*histogram[i]+c);
|
|
|
distance=sqrt(segment*segment);
|
|
|
if ((distance > max_distance) && (segment < 0.0))
|
|
|
{
|
|
|
threshold=i;
|
|
|
max_distance=distance;
|
|
|
}
|
|
|
}
|
|
|
return(100.0*threshold/MaxIntensity);
|
|
|
}
|
|
|
|
|
|
MagickExport MagickBooleanType AutoThresholdImage(Image *image,
|
|
|
const AutoThresholdMethod method,ExceptionInfo *exception)
|
|
|
{
|
|
|
CacheView
|
|
|
*image_view;
|
|
|
|
|
|
char
|
|
|
property[MagickPathExtent];
|
|
|
|
|
|
double
|
|
|
gamma,
|
|
|
*histogram,
|
|
|
sum,
|
|
|
threshold;
|
|
|
|
|
|
MagickBooleanType
|
|
|
status;
|
|
|
|
|
|
ssize_t
|
|
|
i;
|
|
|
|
|
|
ssize_t
|
|
|
y;
|
|
|
|
|
|
/*
|
|
|
Form histogram.
|
|
|
*/
|
|
|
assert(image != (Image *) NULL);
|
|
|
assert(image->signature == MagickCoreSignature);
|
|
|
if (image->debug != MagickFalse)
|
|
|
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
|
|
|
histogram=(double *) AcquireQuantumMemory(MaxIntensity+1UL,
|
|
|
sizeof(*histogram));
|
|
|
if (histogram == (double *) NULL)
|
|
|
ThrowBinaryException(ResourceLimitError,"MemoryAllocationFailed",
|
|
|
image->filename);
|
|
|
status=MagickTrue;
|
|
|
(void) memset(histogram,0,(MaxIntensity+1UL)*sizeof(*histogram));
|
|
|
image_view=AcquireVirtualCacheView(image,exception);
|
|
|
for (y=0; y < (ssize_t) image->rows; y++)
|
|
|
{
|
|
|
const Quantum
|
|
|
*magick_restrict p;
|
|
|
|
|
|
ssize_t
|
|
|
x;
|
|
|
|
|
|
p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception);
|
|
|
if (p == (const Quantum *) NULL)
|
|
|
break;
|
|
|
for (x=0; x < (ssize_t) image->columns; x++)
|
|
|
{
|
|
|
double intensity = GetPixelIntensity(image,p);
|
|
|
histogram[ScaleQuantumToChar(ClampToQuantum(intensity))]++;
|
|
|
p+=GetPixelChannels(image);
|
|
|
}
|
|
|
}
|
|
|
image_view=DestroyCacheView(image_view);
|
|
|
/*
|
|
|
Normalize histogram.
|
|
|
*/
|
|
|
sum=0.0;
|
|
|
for (i=0; i <= (ssize_t) MaxIntensity; i++)
|
|
|
sum+=histogram[i];
|
|
|
gamma=PerceptibleReciprocal(sum);
|
|
|
for (i=0; i <= (ssize_t) MaxIntensity; i++)
|
|
|
histogram[i]=gamma*histogram[i];
|
|
|
/*
|
|
|
Discover threshold from histogram.
|
|
|
*/
|
|
|
switch (method)
|
|
|
{
|
|
|
case KapurThresholdMethod:
|
|
|
{
|
|
|
threshold=KapurThreshold(image,histogram,exception);
|
|
|
break;
|
|
|
}
|
|
|
case OTSUThresholdMethod:
|
|
|
default:
|
|
|
{
|
|
|
threshold=OTSUThreshold(image,histogram,exception);
|
|
|
break;
|
|
|
}
|
|
|
case TriangleThresholdMethod:
|
|
|
{
|
|
|
threshold=TriangleThreshold(histogram);
|
|
|
break;
|
|
|
}
|
|
|
}
|
|
|
histogram=(double *) RelinquishMagickMemory(histogram);
|
|
|
if (threshold < 0.0)
|
|
|
status=MagickFalse;
|
|
|
if (status == MagickFalse)
|
|
|
return(MagickFalse);
|
|
|
/*
|
|
|
Threshold image.
|
|
|
*/
|
|
|
(void) FormatLocaleString(property,MagickPathExtent,"%g%%",threshold);
|
|
|
(void) SetImageProperty(image,"auto-threshold:threshold",property,exception);
|
|
|
if (IsStringTrue(GetImageArtifact(image,"auto-threshold:verbose")) != MagickFalse)
|
|
|
(void) FormatLocaleFile(stdout,"%.*g%%\n",GetMagickPrecision(),threshold);
|
|
|
return(BilevelImage(image,QuantumRange*threshold/100.0,exception));
|
|
|
}
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
% B i l e v e l I m a g e %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% BilevelImage() changes the value of individual pixels based on the
|
|
|
% intensity of each pixel channel. The result is a high-contrast image.
|
|
|
%
|
|
|
% More precisely each channel value of the image is 'thresholded' so that if
|
|
|
% it is equal to or less than the given value it is set to zero, while any
|
|
|
% value greater than that give is set to it maximum or QuantumRange.
|
|
|
%
|
|
|
% This function is what is used to implement the "-threshold" operator for
|
|
|
% the command line API.
|
|
|
%
|
|
|
% If the default channel setting is given the image is thresholded using just
|
|
|
% the gray 'intensity' of the image, rather than the individual channels.
|
|
|
%
|
|
|
% The format of the BilevelImage method is:
|
|
|
%
|
|
|
% MagickBooleanType BilevelImage(Image *image,const double threshold,
|
|
|
% ExceptionInfo *exception)
|
|
|
%
|
|
|
% A description of each parameter follows:
|
|
|
%
|
|
|
% o image: the image.
|
|
|
%
|
|
|
% o threshold: define the threshold values.
|
|
|
%
|
|
|
% o exception: return any errors or warnings in this structure.
|
|
|
%
|
|
|
% Aside: You can get the same results as operator using LevelImages()
|
|
|
% with the 'threshold' value for both the black_point and the white_point.
|
|
|
%
|
|
|
*/
|
|
|
MagickExport MagickBooleanType BilevelImage(Image *image,const double threshold,
|
|
|
ExceptionInfo *exception)
|
|
|
{
|
|
|
#define ThresholdImageTag "Threshold/Image"
|
|
|
|
|
|
CacheView
|
|
|
*image_view;
|
|
|
|
|
|
MagickBooleanType
|
|
|
status;
|
|
|
|
|
|
MagickOffsetType
|
|
|
progress;
|
|
|
|
|
|
ssize_t
|
|
|
y;
|
|
|
|
|
|
assert(image != (Image *) NULL);
|
|
|
assert(image->signature == MagickCoreSignature);
|
|
|
if (image->debug != MagickFalse)
|
|
|
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
|
|
|
if (SetImageStorageClass(image,DirectClass,exception) == MagickFalse)
|
|
|
return(MagickFalse);
|
|
|
if (IsGrayColorspace(image->colorspace) == MagickFalse)
|
|
|
(void) SetImageColorspace(image,sRGBColorspace,exception);
|
|
|
/*
|
|
|
Bilevel threshold image.
|
|
|
*/
|
|
|
status=MagickTrue;
|
|
|
progress=0;
|
|
|
image_view=AcquireAuthenticCacheView(image,exception);
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp parallel for schedule(static) shared(progress,status) \
|
|
|
magick_number_threads(image,image,image->rows,1)
|
|
|
#endif
|
|
|
for (y=0; y < (ssize_t) image->rows; y++)
|
|
|
{
|
|
|
ssize_t
|
|
|
x;
|
|
|
|
|
|
Quantum
|
|
|
*magick_restrict q;
|
|
|
|
|
|
if (status == MagickFalse)
|
|
|
continue;
|
|
|
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception);
|
|
|
if (q == (Quantum *) NULL)
|
|
|
{
|
|
|
status=MagickFalse;
|
|
|
continue;
|
|
|
}
|
|
|
for (x=0; x < (ssize_t) image->columns; x++)
|
|
|
{
|
|
|
double
|
|
|
pixel;
|
|
|
|
|
|
ssize_t
|
|
|
i;
|
|
|
|
|
|
pixel=GetPixelIntensity(image,q);
|
|
|
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
|
|
|
{
|
|
|
PixelChannel channel = GetPixelChannelChannel(image,i);
|
|
|
PixelTrait traits = GetPixelChannelTraits(image,channel);
|
|
|
if ((traits & UpdatePixelTrait) == 0)
|
|
|
continue;
|
|
|
if (image->channel_mask != DefaultChannels)
|
|
|
pixel=(double) q[i];
|
|
|
q[i]=(Quantum) (pixel <= threshold ? 0 : QuantumRange);
|
|
|
}
|
|
|
q+=GetPixelChannels(image);
|
|
|
}
|
|
|
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
if (image->progress_monitor != (MagickProgressMonitor) NULL)
|
|
|
{
|
|
|
MagickBooleanType
|
|
|
proceed;
|
|
|
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp atomic
|
|
|
#endif
|
|
|
progress++;
|
|
|
proceed=SetImageProgress(image,ThresholdImageTag,progress++,
|
|
|
image->rows);
|
|
|
if (proceed == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
}
|
|
|
}
|
|
|
image_view=DestroyCacheView(image_view);
|
|
|
return(status);
|
|
|
}
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
% B l a c k T h r e s h o l d I m a g e %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% BlackThresholdImage() is like ThresholdImage() but forces all pixels below
|
|
|
% the threshold into black while leaving all pixels at or above the threshold
|
|
|
% unchanged.
|
|
|
%
|
|
|
% The format of the BlackThresholdImage method is:
|
|
|
%
|
|
|
% MagickBooleanType BlackThresholdImage(Image *image,
|
|
|
% const char *threshold,ExceptionInfo *exception)
|
|
|
%
|
|
|
% A description of each parameter follows:
|
|
|
%
|
|
|
% o image: the image.
|
|
|
%
|
|
|
% o threshold: define the threshold value.
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|
%
|
|
|
% o exception: return any errors or warnings in this structure.
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|
|
%
|
|
|
*/
|
|
|
MagickExport MagickBooleanType BlackThresholdImage(Image *image,
|
|
|
const char *thresholds,ExceptionInfo *exception)
|
|
|
{
|
|
|
#define ThresholdImageTag "Threshold/Image"
|
|
|
|
|
|
CacheView
|
|
|
*image_view;
|
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|
|
|
|
GeometryInfo
|
|
|
geometry_info;
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|
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|
MagickBooleanType
|
|
|
status;
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|
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|
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|
MagickOffsetType
|
|
|
progress;
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|
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|
PixelInfo
|
|
|
threshold;
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|
|
MagickStatusType
|
|
|
flags;
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|
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|
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|
ssize_t
|
|
|
y;
|
|
|
|
|
|
assert(image != (Image *) NULL);
|
|
|
assert(image->signature == MagickCoreSignature);
|
|
|
if (image->debug != MagickFalse)
|
|
|
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
|
|
|
if (thresholds == (const char *) NULL)
|
|
|
return(MagickTrue);
|
|
|
if (SetImageStorageClass(image,DirectClass,exception) == MagickFalse)
|
|
|
return(MagickFalse);
|
|
|
if (IsGrayColorspace(image->colorspace) != MagickFalse)
|
|
|
(void) SetImageColorspace(image,sRGBColorspace,exception);
|
|
|
GetPixelInfo(image,&threshold);
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|
|
flags=ParseGeometry(thresholds,&geometry_info);
|
|
|
threshold.red=geometry_info.rho;
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|
|
threshold.green=geometry_info.rho;
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|
|
threshold.blue=geometry_info.rho;
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|
|
threshold.black=geometry_info.rho;
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|
|
threshold.alpha=100.0;
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|
|
if ((flags & SigmaValue) != 0)
|
|
|
threshold.green=geometry_info.sigma;
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|
|
if ((flags & XiValue) != 0)
|
|
|
threshold.blue=geometry_info.xi;
|
|
|
if ((flags & PsiValue) != 0)
|
|
|
threshold.alpha=geometry_info.psi;
|
|
|
if (threshold.colorspace == CMYKColorspace)
|
|
|
{
|
|
|
if ((flags & PsiValue) != 0)
|
|
|
threshold.black=geometry_info.psi;
|
|
|
if ((flags & ChiValue) != 0)
|
|
|
threshold.alpha=geometry_info.chi;
|
|
|
}
|
|
|
if ((flags & PercentValue) != 0)
|
|
|
{
|
|
|
threshold.red*=(MagickRealType) (QuantumRange/100.0);
|
|
|
threshold.green*=(MagickRealType) (QuantumRange/100.0);
|
|
|
threshold.blue*=(MagickRealType) (QuantumRange/100.0);
|
|
|
threshold.black*=(MagickRealType) (QuantumRange/100.0);
|
|
|
threshold.alpha*=(MagickRealType) (QuantumRange/100.0);
|
|
|
}
|
|
|
/*
|
|
|
White threshold image.
|
|
|
*/
|
|
|
status=MagickTrue;
|
|
|
progress=0;
|
|
|
image_view=AcquireAuthenticCacheView(image,exception);
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp parallel for schedule(static) shared(progress,status) \
|
|
|
magick_number_threads(image,image,image->rows,1)
|
|
|
#endif
|
|
|
for (y=0; y < (ssize_t) image->rows; y++)
|
|
|
{
|
|
|
ssize_t
|
|
|
x;
|
|
|
|
|
|
Quantum
|
|
|
*magick_restrict q;
|
|
|
|
|
|
if (status == MagickFalse)
|
|
|
continue;
|
|
|
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception);
|
|
|
if (q == (Quantum *) NULL)
|
|
|
{
|
|
|
status=MagickFalse;
|
|
|
continue;
|
|
|
}
|
|
|
for (x=0; x < (ssize_t) image->columns; x++)
|
|
|
{
|
|
|
double
|
|
|
pixel;
|
|
|
|
|
|
ssize_t
|
|
|
i;
|
|
|
|
|
|
pixel=GetPixelIntensity(image,q);
|
|
|
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
|
|
|
{
|
|
|
PixelChannel channel = GetPixelChannelChannel(image,i);
|
|
|
PixelTrait traits = GetPixelChannelTraits(image,channel);
|
|
|
if ((traits & UpdatePixelTrait) == 0)
|
|
|
continue;
|
|
|
if (image->channel_mask != DefaultChannels)
|
|
|
pixel=(double) q[i];
|
|
|
if (pixel < GetPixelInfoChannel(&threshold,channel))
|
|
|
q[i]=(Quantum) 0;
|
|
|
}
|
|
|
q+=GetPixelChannels(image);
|
|
|
}
|
|
|
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
if (image->progress_monitor != (MagickProgressMonitor) NULL)
|
|
|
{
|
|
|
MagickBooleanType
|
|
|
proceed;
|
|
|
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp atomic
|
|
|
#endif
|
|
|
progress++;
|
|
|
proceed=SetImageProgress(image,ThresholdImageTag,progress,
|
|
|
image->rows);
|
|
|
if (proceed == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
}
|
|
|
}
|
|
|
image_view=DestroyCacheView(image_view);
|
|
|
return(status);
|
|
|
}
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
% C l a m p I m a g e %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% ClampImage() set each pixel whose value is below zero to zero and any the
|
|
|
% pixel whose value is above the quantum range to the quantum range (e.g.
|
|
|
% 65535) otherwise the pixel value remains unchanged.
|
|
|
%
|
|
|
% The format of the ClampImage method is:
|
|
|
%
|
|
|
% MagickBooleanType ClampImage(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 MagickBooleanType ClampImage(Image *image,ExceptionInfo *exception)
|
|
|
{
|
|
|
#define ClampImageTag "Clamp/Image"
|
|
|
|
|
|
CacheView
|
|
|
*image_view;
|
|
|
|
|
|
MagickBooleanType
|
|
|
status;
|
|
|
|
|
|
MagickOffsetType
|
|
|
progress;
|
|
|
|
|
|
ssize_t
|
|
|
y;
|
|
|
|
|
|
assert(image != (Image *) NULL);
|
|
|
assert(image->signature == MagickCoreSignature);
|
|
|
if (image->debug != MagickFalse)
|
|
|
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
|
|
|
if (image->storage_class == PseudoClass)
|
|
|
{
|
|
|
ssize_t
|
|
|
i;
|
|
|
|
|
|
PixelInfo
|
|
|
*magick_restrict q;
|
|
|
|
|
|
q=image->colormap;
|
|
|
for (i=0; i < (ssize_t) image->colors; i++)
|
|
|
{
|
|
|
q->red=(double) ClampPixel(q->red);
|
|
|
q->green=(double) ClampPixel(q->green);
|
|
|
q->blue=(double) ClampPixel(q->blue);
|
|
|
q->alpha=(double) ClampPixel(q->alpha);
|
|
|
q++;
|
|
|
}
|
|
|
return(SyncImage(image,exception));
|
|
|
}
|
|
|
/*
|
|
|
Clamp image.
|
|
|
*/
|
|
|
status=MagickTrue;
|
|
|
progress=0;
|
|
|
image_view=AcquireAuthenticCacheView(image,exception);
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp parallel for schedule(static) shared(progress,status) \
|
|
|
magick_number_threads(image,image,image->rows,1)
|
|
|
#endif
|
|
|
for (y=0; y < (ssize_t) image->rows; y++)
|
|
|
{
|
|
|
ssize_t
|
|
|
x;
|
|
|
|
|
|
Quantum
|
|
|
*magick_restrict q;
|
|
|
|
|
|
if (status == MagickFalse)
|
|
|
continue;
|
|
|
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception);
|
|
|
if (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);
|
|
|
if ((traits & UpdatePixelTrait) == 0)
|
|
|
continue;
|
|
|
q[i]=ClampPixel((MagickRealType) q[i]);
|
|
|
}
|
|
|
q+=GetPixelChannels(image);
|
|
|
}
|
|
|
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
if (image->progress_monitor != (MagickProgressMonitor) NULL)
|
|
|
{
|
|
|
MagickBooleanType
|
|
|
proceed;
|
|
|
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp atomic
|
|
|
#endif
|
|
|
progress++;
|
|
|
proceed=SetImageProgress(image,ClampImageTag,progress,image->rows);
|
|
|
if (proceed == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
}
|
|
|
}
|
|
|
image_view=DestroyCacheView(image_view);
|
|
|
return(status);
|
|
|
}
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
% C o l o r T h r e s h o l d I m a g e %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% ColorThresholdImage() forces all pixels in the color range to white
|
|
|
% otherwise black.
|
|
|
%
|
|
|
% The format of the ColorThresholdImage method is:
|
|
|
%
|
|
|
% MagickBooleanType ColorThresholdImage(Image *image,
|
|
|
% const PixelInfo *start_color,const PixelInfo *stop_color,
|
|
|
% ExceptionInfo *exception)
|
|
|
%
|
|
|
% A description of each parameter follows:
|
|
|
%
|
|
|
% o image: the image.
|
|
|
%
|
|
|
% o start_color, stop_color: define the start and stop color range. Any
|
|
|
% pixel within the range returns white otherwise black.
|
|
|
%
|
|
|
% o exception: return any errors or warnings in this structure.
|
|
|
%
|
|
|
*/
|
|
|
MagickExport MagickBooleanType ColorThresholdImage(Image *image,
|
|
|
const PixelInfo *start_color,const PixelInfo *stop_color,
|
|
|
ExceptionInfo *exception)
|
|
|
{
|
|
|
#define ThresholdImageTag "Threshold/Image"
|
|
|
|
|
|
CacheView
|
|
|
*image_view;
|
|
|
|
|
|
const char
|
|
|
*artifact;
|
|
|
|
|
|
IlluminantType
|
|
|
illuminant = D65Illuminant;
|
|
|
|
|
|
MagickBooleanType
|
|
|
status;
|
|
|
|
|
|
MagickOffsetType
|
|
|
progress;
|
|
|
|
|
|
PixelInfo
|
|
|
start,
|
|
|
stop;
|
|
|
|
|
|
ssize_t
|
|
|
y;
|
|
|
|
|
|
/*
|
|
|
Color threshold image.
|
|
|
*/
|
|
|
assert(image != (Image *) NULL);
|
|
|
assert(image->signature == MagickCoreSignature);
|
|
|
if (image->debug != MagickFalse)
|
|
|
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
|
|
|
status=AcquireImageColormap(image,2,exception);
|
|
|
if (status == MagickFalse)
|
|
|
return(status);
|
|
|
artifact=GetImageArtifact(image,"color:illuminant");
|
|
|
if (artifact != (const char *) NULL)
|
|
|
{
|
|
|
illuminant=(IlluminantType) ParseCommandOption(MagickIlluminantOptions,
|
|
|
MagickFalse,artifact);
|
|
|
if ((ssize_t) illuminant < 0)
|
|
|
illuminant=UndefinedIlluminant;
|
|
|
}
|
|
|
start=(*start_color);
|
|
|
stop=(*stop_color);
|
|
|
switch (image->colorspace)
|
|
|
{
|
|
|
case HCLColorspace:
|
|
|
{
|
|
|
ConvertRGBToHCL(start_color->red,start_color->green,start_color->blue,
|
|
|
&start.red,&start.green,&start.blue);
|
|
|
ConvertRGBToHCL(stop_color->red,stop_color->green,stop_color->blue,
|
|
|
&stop.red,&stop.green,&stop.blue);
|
|
|
break;
|
|
|
}
|
|
|
case HSBColorspace:
|
|
|
{
|
|
|
ConvertRGBToHSB(start_color->red,start_color->green,start_color->blue,
|
|
|
&start.red,&start.green,&start.blue);
|
|
|
ConvertRGBToHSB(stop_color->red,stop_color->green,stop_color->blue,
|
|
|
&stop.red,&stop.green,&stop.blue);
|
|
|
break;
|
|
|
}
|
|
|
case HSLColorspace:
|
|
|
{
|
|
|
ConvertRGBToHSL(start_color->red,start_color->green,start_color->blue,
|
|
|
&start.red,&start.green,&start.blue);
|
|
|
ConvertRGBToHSL(stop_color->red,stop_color->green,stop_color->blue,
|
|
|
&stop.red,&stop.green,&stop.blue);
|
|
|
break;
|
|
|
}
|
|
|
case HSVColorspace:
|
|
|
{
|
|
|
ConvertRGBToHSV(start_color->red,start_color->green,start_color->blue,
|
|
|
&start.red,&start.green,&start.blue);
|
|
|
ConvertRGBToHSV(stop_color->red,stop_color->green,stop_color->blue,
|
|
|
&stop.red,&stop.green,&stop.blue);
|
|
|
break;
|
|
|
}
|
|
|
case HWBColorspace:
|
|
|
{
|
|
|
ConvertRGBToHWB(start_color->red,start_color->green,start_color->blue,
|
|
|
&start.red,&start.green,&start.blue);
|
|
|
ConvertRGBToHWB(stop_color->red,stop_color->green,stop_color->blue,
|
|
|
&stop.red,&stop.green,&stop.blue);
|
|
|
break;
|
|
|
}
|
|
|
case LabColorspace:
|
|
|
{
|
|
|
ConvertRGBToLab(start_color->red,start_color->green,start_color->blue,
|
|
|
illuminant,&start.red,&start.green,&start.blue);
|
|
|
ConvertRGBToLab(stop_color->red,stop_color->green,stop_color->blue,
|
|
|
illuminant,&stop.red,&stop.green,&stop.blue);
|
|
|
break;
|
|
|
}
|
|
|
default:
|
|
|
{
|
|
|
start.red*=QuantumScale;
|
|
|
start.green*=QuantumScale;
|
|
|
start.blue*=QuantumScale;
|
|
|
stop.red*=QuantumScale;
|
|
|
stop.green*=QuantumScale;
|
|
|
stop.blue*=QuantumScale;
|
|
|
break;
|
|
|
}
|
|
|
}
|
|
|
start.red*=QuantumRange;
|
|
|
start.green*=QuantumRange;
|
|
|
start.blue*=QuantumRange;
|
|
|
stop.red*=QuantumRange;
|
|
|
stop.green*=QuantumRange;
|
|
|
stop.blue*=QuantumRange;
|
|
|
progress=0;
|
|
|
image_view=AcquireAuthenticCacheView(image,exception);
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp parallel for schedule(static) shared(progress,status) \
|
|
|
magick_number_threads(image,image,image->rows,1)
|
|
|
#endif
|
|
|
for (y=0; y < (ssize_t) image->rows; y++)
|
|
|
{
|
|
|
ssize_t
|
|
|
x;
|
|
|
|
|
|
Quantum
|
|
|
*magick_restrict q;
|
|
|
|
|
|
if (status == MagickFalse)
|
|
|
continue;
|
|
|
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception);
|
|
|
if (q == (Quantum *) NULL)
|
|
|
{
|
|
|
status=MagickFalse;
|
|
|
continue;
|
|
|
}
|
|
|
for (x=0; x < (ssize_t) image->columns; x++)
|
|
|
{
|
|
|
MagickBooleanType
|
|
|
foreground = MagickTrue;
|
|
|
|
|
|
ssize_t
|
|
|
i;
|
|
|
|
|
|
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
|
|
|
{
|
|
|
PixelChannel channel = GetPixelChannelChannel(image,i);
|
|
|
PixelTrait traits = GetPixelChannelTraits(image,channel);
|
|
|
if ((traits & UpdatePixelTrait) == 0)
|
|
|
continue;
|
|
|
if ((q[i] < GetPixelInfoChannel(&start,channel)) ||
|
|
|
(q[i] > GetPixelInfoChannel(&stop,channel)))
|
|
|
foreground=MagickFalse;
|
|
|
}
|
|
|
SetPixelIndex(image,(Quantum) (foreground != MagickFalse ? 1 : 0),q);
|
|
|
q+=GetPixelChannels(image);
|
|
|
}
|
|
|
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
if (image->progress_monitor != (MagickProgressMonitor) NULL)
|
|
|
{
|
|
|
MagickBooleanType
|
|
|
proceed;
|
|
|
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp atomic
|
|
|
#endif
|
|
|
progress++;
|
|
|
proceed=SetImageProgress(image,ThresholdImageTag,progress,
|
|
|
image->rows);
|
|
|
if (proceed == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
}
|
|
|
}
|
|
|
image_view=DestroyCacheView(image_view);
|
|
|
image->colorspace=sRGBColorspace;
|
|
|
return(SyncImage(image,exception));
|
|
|
}
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
% D e s t r o y T h r e s h o l d M a p %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% DestroyThresholdMap() de-allocate the given ThresholdMap
|
|
|
%
|
|
|
% The format of the ListThresholdMaps method is:
|
|
|
%
|
|
|
% ThresholdMap *DestroyThresholdMap(Threshold *map)
|
|
|
%
|
|
|
% A description of each parameter follows.
|
|
|
%
|
|
|
% o map: Pointer to the Threshold map to destroy
|
|
|
%
|
|
|
*/
|
|
|
MagickExport ThresholdMap *DestroyThresholdMap(ThresholdMap *map)
|
|
|
{
|
|
|
assert(map != (ThresholdMap *) NULL);
|
|
|
if (map->map_id != (char *) NULL)
|
|
|
map->map_id=DestroyString(map->map_id);
|
|
|
if (map->description != (char *) NULL)
|
|
|
map->description=DestroyString(map->description);
|
|
|
if (map->levels != (ssize_t *) NULL)
|
|
|
map->levels=(ssize_t *) RelinquishMagickMemory(map->levels);
|
|
|
map=(ThresholdMap *) RelinquishMagickMemory(map);
|
|
|
return(map);
|
|
|
}
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
% G e t T h r e s h o l d M a p %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% GetThresholdMap() loads and searches one or more threshold map files for the
|
|
|
% map matching the given name or alias.
|
|
|
%
|
|
|
% The format of the GetThresholdMap method is:
|
|
|
%
|
|
|
% ThresholdMap *GetThresholdMap(const char *map_id,
|
|
|
% ExceptionInfo *exception)
|
|
|
%
|
|
|
% A description of each parameter follows.
|
|
|
%
|
|
|
% o map_id: ID of the map to look for.
|
|
|
%
|
|
|
% o exception: return any errors or warnings in this structure.
|
|
|
%
|
|
|
*/
|
|
|
MagickExport ThresholdMap *GetThresholdMap(const char *map_id,
|
|
|
ExceptionInfo *exception)
|
|
|
{
|
|
|
ThresholdMap
|
|
|
*map;
|
|
|
|
|
|
map=GetThresholdMapFile(BuiltinMap,"built-in",map_id,exception);
|
|
|
if (map != (ThresholdMap *) NULL)
|
|
|
return(map);
|
|
|
#if !MAGICKCORE_ZERO_CONFIGURATION_SUPPORT
|
|
|
{
|
|
|
const StringInfo
|
|
|
*option;
|
|
|
|
|
|
LinkedListInfo
|
|
|
*options;
|
|
|
|
|
|
options=GetConfigureOptions(ThresholdsFilename,exception);
|
|
|
option=(const StringInfo *) GetNextValueInLinkedList(options);
|
|
|
while (option != (const StringInfo *) NULL)
|
|
|
{
|
|
|
map=GetThresholdMapFile((const char *) GetStringInfoDatum(option),
|
|
|
GetStringInfoPath(option),map_id,exception);
|
|
|
if (map != (ThresholdMap *) NULL)
|
|
|
break;
|
|
|
option=(const StringInfo *) GetNextValueInLinkedList(options);
|
|
|
}
|
|
|
options=DestroyConfigureOptions(options);
|
|
|
}
|
|
|
#endif
|
|
|
return(map);
|
|
|
}
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
+ G e t T h r e s h o l d M a p F i l e %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% GetThresholdMapFile() look for a given threshold map name or alias in the
|
|
|
% given XML file data, and return the allocated the map when found.
|
|
|
%
|
|
|
% The format of the ListThresholdMaps method is:
|
|
|
%
|
|
|
% ThresholdMap *GetThresholdMap(const char *xml,const char *filename,
|
|
|
% const char *map_id,ExceptionInfo *exception)
|
|
|
%
|
|
|
% A description of each parameter follows.
|
|
|
%
|
|
|
% o xml: The threshold map list in XML format.
|
|
|
%
|
|
|
% o filename: The threshold map XML filename.
|
|
|
%
|
|
|
% o map_id: ID of the map to look for in XML list.
|
|
|
%
|
|
|
% o exception: return any errors or warnings in this structure.
|
|
|
%
|
|
|
*/
|
|
|
static ThresholdMap *GetThresholdMapFile(const char *xml,const char *filename,
|
|
|
const char *map_id,ExceptionInfo *exception)
|
|
|
{
|
|
|
char
|
|
|
*p;
|
|
|
|
|
|
const char
|
|
|
*attribute,
|
|
|
*content;
|
|
|
|
|
|
double
|
|
|
value;
|
|
|
|
|
|
ssize_t
|
|
|
i;
|
|
|
|
|
|
ThresholdMap
|
|
|
*map;
|
|
|
|
|
|
XMLTreeInfo
|
|
|
*description,
|
|
|
*levels,
|
|
|
*threshold,
|
|
|
*thresholds;
|
|
|
|
|
|
(void) LogMagickEvent(ConfigureEvent,GetMagickModule(),
|
|
|
"Loading threshold map file \"%s\" ...",filename);
|
|
|
map=(ThresholdMap *) NULL;
|
|
|
thresholds=NewXMLTree(xml,exception);
|
|
|
if (thresholds == (XMLTreeInfo *) NULL)
|
|
|
return(map);
|
|
|
for (threshold=GetXMLTreeChild(thresholds,"threshold");
|
|
|
threshold != (XMLTreeInfo *) NULL;
|
|
|
threshold=GetNextXMLTreeTag(threshold))
|
|
|
{
|
|
|
attribute=GetXMLTreeAttribute(threshold,"map");
|
|
|
if ((attribute != (char *) NULL) && (LocaleCompare(map_id,attribute) == 0))
|
|
|
break;
|
|
|
attribute=GetXMLTreeAttribute(threshold,"alias");
|
|
|
if ((attribute != (char *) NULL) && (LocaleCompare(map_id,attribute) == 0))
|
|
|
break;
|
|
|
}
|
|
|
if (threshold == (XMLTreeInfo *) NULL)
|
|
|
{
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
return(map);
|
|
|
}
|
|
|
description=GetXMLTreeChild(threshold,"description");
|
|
|
if (description == (XMLTreeInfo *) NULL)
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"XmlMissingElement", "<description>, map \"%s\"",map_id);
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
return(map);
|
|
|
}
|
|
|
levels=GetXMLTreeChild(threshold,"levels");
|
|
|
if (levels == (XMLTreeInfo *) NULL)
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"XmlMissingElement", "<levels>, map \"%s\"", map_id);
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
return(map);
|
|
|
}
|
|
|
map=(ThresholdMap *) AcquireCriticalMemory(sizeof(*map));
|
|
|
map->map_id=(char *) NULL;
|
|
|
map->description=(char *) NULL;
|
|
|
map->levels=(ssize_t *) NULL;
|
|
|
attribute=GetXMLTreeAttribute(threshold,"map");
|
|
|
if (attribute != (char *) NULL)
|
|
|
map->map_id=ConstantString(attribute);
|
|
|
content=GetXMLTreeContent(description);
|
|
|
if (content != (char *) NULL)
|
|
|
map->description=ConstantString(content);
|
|
|
attribute=GetXMLTreeAttribute(levels,"width");
|
|
|
if (attribute == (char *) NULL)
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"XmlMissingAttribute", "<levels width>, map \"%s\"",map_id);
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
map=DestroyThresholdMap(map);
|
|
|
return(map);
|
|
|
}
|
|
|
map->width=StringToUnsignedLong(attribute);
|
|
|
if (map->width == 0)
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"XmlInvalidAttribute", "<levels width>, map \"%s\"",map_id);
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
map=DestroyThresholdMap(map);
|
|
|
return(map);
|
|
|
}
|
|
|
attribute=GetXMLTreeAttribute(levels,"height");
|
|
|
if (attribute == (char *) NULL)
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"XmlMissingAttribute", "<levels height>, map \"%s\"",map_id);
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
map=DestroyThresholdMap(map);
|
|
|
return(map);
|
|
|
}
|
|
|
map->height=StringToUnsignedLong(attribute);
|
|
|
if (map->height == 0)
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"XmlInvalidAttribute", "<levels height>, map \"%s\"",map_id);
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
map=DestroyThresholdMap(map);
|
|
|
return(map);
|
|
|
}
|
|
|
attribute=GetXMLTreeAttribute(levels,"divisor");
|
|
|
if (attribute == (char *) NULL)
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"XmlMissingAttribute", "<levels divisor>, map \"%s\"",map_id);
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
map=DestroyThresholdMap(map);
|
|
|
return(map);
|
|
|
}
|
|
|
map->divisor=(ssize_t) StringToLong(attribute);
|
|
|
if (map->divisor < 2)
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"XmlInvalidAttribute", "<levels divisor>, map \"%s\"",map_id);
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
map=DestroyThresholdMap(map);
|
|
|
return(map);
|
|
|
}
|
|
|
content=GetXMLTreeContent(levels);
|
|
|
if (content == (char *) NULL)
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"XmlMissingContent", "<levels>, map \"%s\"",map_id);
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
map=DestroyThresholdMap(map);
|
|
|
return(map);
|
|
|
}
|
|
|
map->levels=(ssize_t *) AcquireQuantumMemory((size_t) map->width,map->height*
|
|
|
sizeof(*map->levels));
|
|
|
if (map->levels == (ssize_t *) NULL)
|
|
|
ThrowFatalException(ResourceLimitFatalError,"UnableToAcquireThresholdMap");
|
|
|
for (i=0; i < (ssize_t) (map->width*map->height); i++)
|
|
|
{
|
|
|
map->levels[i]=(ssize_t) strtol(content,&p,10);
|
|
|
if (p == content)
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"XmlInvalidContent", "<level> too few values, map \"%s\"",map_id);
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
map=DestroyThresholdMap(map);
|
|
|
return(map);
|
|
|
}
|
|
|
if ((map->levels[i] < 0) || (map->levels[i] > map->divisor))
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"XmlInvalidContent", "<level> %.20g out of range, map \"%s\"",
|
|
|
(double) map->levels[i],map_id);
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
map=DestroyThresholdMap(map);
|
|
|
return(map);
|
|
|
}
|
|
|
content=p;
|
|
|
}
|
|
|
value=(double) strtol(content,&p,10);
|
|
|
(void) value;
|
|
|
if (p != content)
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"XmlInvalidContent", "<level> too many values, map \"%s\"",map_id);
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
map=DestroyThresholdMap(map);
|
|
|
return(map);
|
|
|
}
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
return(map);
|
|
|
}
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
+ L i s t T h r e s h o l d M a p F i l e %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% ListThresholdMapFile() lists the threshold maps and their descriptions
|
|
|
% in the given XML file data.
|
|
|
%
|
|
|
% The format of the ListThresholdMaps method is:
|
|
|
%
|
|
|
% MagickBooleanType ListThresholdMaps(FILE *file,const char*xml,
|
|
|
% const char *filename,ExceptionInfo *exception)
|
|
|
%
|
|
|
% A description of each parameter follows.
|
|
|
%
|
|
|
% o file: An pointer to the output FILE.
|
|
|
%
|
|
|
% o xml: The threshold map list in XML format.
|
|
|
%
|
|
|
% o filename: The threshold map XML filename.
|
|
|
%
|
|
|
% o exception: return any errors or warnings in this structure.
|
|
|
%
|
|
|
*/
|
|
|
MagickBooleanType ListThresholdMapFile(FILE *file,const char *xml,
|
|
|
const char *filename,ExceptionInfo *exception)
|
|
|
{
|
|
|
const char
|
|
|
*alias,
|
|
|
*content,
|
|
|
*map;
|
|
|
|
|
|
XMLTreeInfo
|
|
|
*description,
|
|
|
*threshold,
|
|
|
*thresholds;
|
|
|
|
|
|
assert( xml != (char *) NULL );
|
|
|
assert( file != (FILE *) NULL );
|
|
|
(void) LogMagickEvent(ConfigureEvent,GetMagickModule(),
|
|
|
"Loading threshold map file \"%s\" ...",filename);
|
|
|
thresholds=NewXMLTree(xml,exception);
|
|
|
if ( thresholds == (XMLTreeInfo *) NULL )
|
|
|
return(MagickFalse);
|
|
|
(void) FormatLocaleFile(file,"%-16s %-12s %s\n","Map","Alias","Description");
|
|
|
(void) FormatLocaleFile(file,
|
|
|
"----------------------------------------------------\n");
|
|
|
threshold=GetXMLTreeChild(thresholds,"threshold");
|
|
|
for ( ; threshold != (XMLTreeInfo *) NULL;
|
|
|
threshold=GetNextXMLTreeTag(threshold))
|
|
|
{
|
|
|
map=GetXMLTreeAttribute(threshold,"map");
|
|
|
if (map == (char *) NULL)
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"XmlMissingAttribute", "<map>");
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
return(MagickFalse);
|
|
|
}
|
|
|
alias=GetXMLTreeAttribute(threshold,"alias");
|
|
|
description=GetXMLTreeChild(threshold,"description");
|
|
|
if (description == (XMLTreeInfo *) NULL)
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"XmlMissingElement", "<description>, map \"%s\"",map);
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
return(MagickFalse);
|
|
|
}
|
|
|
content=GetXMLTreeContent(description);
|
|
|
if (content == (char *) NULL)
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"XmlMissingContent", "<description>, map \"%s\"", map);
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
return(MagickFalse);
|
|
|
}
|
|
|
(void) FormatLocaleFile(file,"%-16s %-12s %s\n",map,alias ? alias : "",
|
|
|
content);
|
|
|
}
|
|
|
thresholds=DestroyXMLTree(thresholds);
|
|
|
return(MagickTrue);
|
|
|
}
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
% L i s t T h r e s h o l d M a p s %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% ListThresholdMaps() lists the threshold maps and their descriptions
|
|
|
% as defined by "threshold.xml" to a file.
|
|
|
%
|
|
|
% The format of the ListThresholdMaps method is:
|
|
|
%
|
|
|
% MagickBooleanType ListThresholdMaps(FILE *file,ExceptionInfo *exception)
|
|
|
%
|
|
|
% A description of each parameter follows.
|
|
|
%
|
|
|
% o file: An pointer to the output FILE.
|
|
|
%
|
|
|
% o exception: return any errors or warnings in this structure.
|
|
|
%
|
|
|
*/
|
|
|
MagickExport MagickBooleanType ListThresholdMaps(FILE *file,
|
|
|
ExceptionInfo *exception)
|
|
|
{
|
|
|
const StringInfo
|
|
|
*option;
|
|
|
|
|
|
LinkedListInfo
|
|
|
*options;
|
|
|
|
|
|
MagickStatusType
|
|
|
status;
|
|
|
|
|
|
status=MagickTrue;
|
|
|
if (file == (FILE *) NULL)
|
|
|
file=stdout;
|
|
|
options=GetConfigureOptions(ThresholdsFilename,exception);
|
|
|
(void) FormatLocaleFile(file,
|
|
|
"\n Threshold Maps for Ordered Dither Operations\n");
|
|
|
option=(const StringInfo *) GetNextValueInLinkedList(options);
|
|
|
while (option != (const StringInfo *) NULL)
|
|
|
{
|
|
|
(void) FormatLocaleFile(file,"\nPath: %s\n\n",GetStringInfoPath(option));
|
|
|
status&=ListThresholdMapFile(file,(const char *) GetStringInfoDatum(option),
|
|
|
GetStringInfoPath(option),exception);
|
|
|
option=(const StringInfo *) GetNextValueInLinkedList(options);
|
|
|
}
|
|
|
options=DestroyConfigureOptions(options);
|
|
|
return(status != 0 ? MagickTrue : MagickFalse);
|
|
|
}
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
% O r d e r e d D i t h e r I m a g e %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% OrderedDitherImage() will perform a ordered dither based on a number
|
|
|
% of pre-defined dithering threshold maps, but over multiple intensity
|
|
|
% levels, which can be different for different channels, according to the
|
|
|
% input argument.
|
|
|
%
|
|
|
% The format of the OrderedDitherImage method is:
|
|
|
%
|
|
|
% MagickBooleanType OrderedDitherImage(Image *image,
|
|
|
% const char *threshold_map,ExceptionInfo *exception)
|
|
|
%
|
|
|
% A description of each parameter follows:
|
|
|
%
|
|
|
% o image: the image.
|
|
|
%
|
|
|
% o threshold_map: A string containing the name of the threshold dither
|
|
|
% map to use, followed by zero or more numbers representing the number
|
|
|
% of color levels to dither between.
|
|
|
%
|
|
|
% Any level number less than 2 will be equivalent to 2, and means only
|
|
|
% binary dithering will be applied to each color channel.
|
|
|
%
|
|
|
% No numbers also means a 2 level (bitmap) dither will be applied to all
|
|
|
% channels, while a single number is the number of levels applied to each
|
|
|
% channel in sequence. More numbers will be applied in turn to each of
|
|
|
% the color channels.
|
|
|
%
|
|
|
% For example: "o3x3,6" will generate a 6 level posterization of the
|
|
|
% image with an ordered 3x3 diffused pixel dither being applied between
|
|
|
% each level. While checker,8,8,4 will produce a 332 colormaped image
|
|
|
% with only a single checkerboard hash pattern (50% grey) between each
|
|
|
% color level, to basically double the number of color levels with
|
|
|
% a bare minimim of dithering.
|
|
|
%
|
|
|
% o exception: return any errors or warnings in this structure.
|
|
|
%
|
|
|
*/
|
|
|
MagickExport MagickBooleanType OrderedDitherImage(Image *image,
|
|
|
const char *threshold_map,ExceptionInfo *exception)
|
|
|
{
|
|
|
#define DitherImageTag "Dither/Image"
|
|
|
|
|
|
CacheView
|
|
|
*image_view;
|
|
|
|
|
|
char
|
|
|
token[MagickPathExtent];
|
|
|
|
|
|
const char
|
|
|
*p;
|
|
|
|
|
|
double
|
|
|
levels[CompositePixelChannel];
|
|
|
|
|
|
MagickBooleanType
|
|
|
status;
|
|
|
|
|
|
MagickOffsetType
|
|
|
progress;
|
|
|
|
|
|
ssize_t
|
|
|
i;
|
|
|
|
|
|
ssize_t
|
|
|
y;
|
|
|
|
|
|
ThresholdMap
|
|
|
*map;
|
|
|
|
|
|
assert(image != (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 (threshold_map == (const char *) NULL)
|
|
|
return(MagickTrue);
|
|
|
p=(char *) threshold_map;
|
|
|
while (((isspace((int) ((unsigned char) *p)) != 0) || (*p == ',')) &&
|
|
|
(*p != '\0'))
|
|
|
p++;
|
|
|
threshold_map=p;
|
|
|
while (((isspace((int) ((unsigned char) *p)) == 0) && (*p != ',')) &&
|
|
|
(*p != '\0'))
|
|
|
{
|
|
|
if ((p-threshold_map) >= (MagickPathExtent-1))
|
|
|
break;
|
|
|
token[p-threshold_map]=(*p);
|
|
|
p++;
|
|
|
}
|
|
|
token[p-threshold_map]='\0';
|
|
|
map=GetThresholdMap(token,exception);
|
|
|
if (map == (ThresholdMap *) NULL)
|
|
|
{
|
|
|
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
|
|
|
"InvalidArgument","%s : '%s'","ordered-dither",threshold_map);
|
|
|
return(MagickFalse);
|
|
|
}
|
|
|
for (i=0; i < MaxPixelChannels; i++)
|
|
|
levels[i]=2.0;
|
|
|
p=strchr((char *) threshold_map,',');
|
|
|
if ((p != (char *) NULL) && (isdigit((int) ((unsigned char) *(++p))) != 0))
|
|
|
{
|
|
|
(void) GetNextToken(p,&p,MagickPathExtent,token);
|
|
|
for (i=0; (i < MaxPixelChannels); i++)
|
|
|
levels[i]=StringToDouble(token,(char **) NULL);
|
|
|
for (i=0; (*p != '\0') && (i < MaxPixelChannels); i++)
|
|
|
{
|
|
|
(void) GetNextToken(p,&p,MagickPathExtent,token);
|
|
|
if (*token == ',')
|
|
|
(void) GetNextToken(p,&p,MagickPathExtent,token);
|
|
|
levels[i]=StringToDouble(token,(char **) NULL);
|
|
|
}
|
|
|
}
|
|
|
for (i=0; i < MaxPixelChannels; i++)
|
|
|
if (fabs(levels[i]) >= 1)
|
|
|
levels[i]-=1.0;
|
|
|
if (SetImageStorageClass(image,DirectClass,exception) == MagickFalse)
|
|
|
return(MagickFalse);
|
|
|
status=MagickTrue;
|
|
|
progress=0;
|
|
|
image_view=AcquireAuthenticCacheView(image,exception);
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp parallel for schedule(static) shared(progress,status) \
|
|
|
magick_number_threads(image,image,image->rows,1)
|
|
|
#endif
|
|
|
for (y=0; y < (ssize_t) image->rows; y++)
|
|
|
{
|
|
|
ssize_t
|
|
|
x;
|
|
|
|
|
|
Quantum
|
|
|
*magick_restrict q;
|
|
|
|
|
|
if (status == MagickFalse)
|
|
|
continue;
|
|
|
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception);
|
|
|
if (q == (Quantum *) NULL)
|
|
|
{
|
|
|
status=MagickFalse;
|
|
|
continue;
|
|
|
}
|
|
|
for (x=0; x < (ssize_t) image->columns; x++)
|
|
|
{
|
|
|
ssize_t
|
|
|
i;
|
|
|
|
|
|
ssize_t
|
|
|
n;
|
|
|
|
|
|
n=0;
|
|
|
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
|
|
|
{
|
|
|
ssize_t
|
|
|
level,
|
|
|
threshold;
|
|
|
|
|
|
PixelChannel channel = GetPixelChannelChannel(image,i);
|
|
|
PixelTrait traits = GetPixelChannelTraits(image,channel);
|
|
|
if ((traits & UpdatePixelTrait) == 0)
|
|
|
continue;
|
|
|
if (fabs(levels[n]) < MagickEpsilon)
|
|
|
{
|
|
|
n++;
|
|
|
continue;
|
|
|
}
|
|
|
threshold=(ssize_t) (QuantumScale*q[i]*(levels[n]*(map->divisor-1)+1));
|
|
|
level=threshold/(map->divisor-1);
|
|
|
threshold-=level*(map->divisor-1);
|
|
|
q[i]=ClampToQuantum((double) (level+(threshold >=
|
|
|
map->levels[(x % map->width)+map->width*(y % map->height)]))*
|
|
|
QuantumRange/levels[n]);
|
|
|
n++;
|
|
|
}
|
|
|
q+=GetPixelChannels(image);
|
|
|
}
|
|
|
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
if (image->progress_monitor != (MagickProgressMonitor) NULL)
|
|
|
{
|
|
|
MagickBooleanType
|
|
|
proceed;
|
|
|
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp atomic
|
|
|
#endif
|
|
|
progress++;
|
|
|
proceed=SetImageProgress(image,DitherImageTag,progress,image->rows);
|
|
|
if (proceed == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
}
|
|
|
}
|
|
|
image_view=DestroyCacheView(image_view);
|
|
|
map=DestroyThresholdMap(map);
|
|
|
return(MagickTrue);
|
|
|
}
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
% P e r c e p t i b l e I m a g e %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% PerceptibleImage() set each pixel whose value is less than |epsilon| to
|
|
|
% epsilon or -epsilon (whichever is closer) otherwise the pixel value remains
|
|
|
% unchanged.
|
|
|
%
|
|
|
% The format of the PerceptibleImage method is:
|
|
|
%
|
|
|
% MagickBooleanType PerceptibleImage(Image *image,const double epsilon,
|
|
|
% ExceptionInfo *exception)
|
|
|
%
|
|
|
% A description of each parameter follows:
|
|
|
%
|
|
|
% o image: the image.
|
|
|
%
|
|
|
% o epsilon: the epsilon threshold (e.g. 1.0e-9).
|
|
|
%
|
|
|
% o exception: return any errors or warnings in this structure.
|
|
|
%
|
|
|
*/
|
|
|
|
|
|
static inline Quantum PerceptibleThreshold(const Quantum quantum,
|
|
|
const double epsilon)
|
|
|
{
|
|
|
double
|
|
|
sign;
|
|
|
|
|
|
sign=(double) quantum < 0.0 ? -1.0 : 1.0;
|
|
|
if ((sign*quantum) >= epsilon)
|
|
|
return(quantum);
|
|
|
return((Quantum) (sign*epsilon));
|
|
|
}
|
|
|
|
|
|
MagickExport MagickBooleanType PerceptibleImage(Image *image,
|
|
|
const double epsilon,ExceptionInfo *exception)
|
|
|
{
|
|
|
#define PerceptibleImageTag "Perceptible/Image"
|
|
|
|
|
|
CacheView
|
|
|
*image_view;
|
|
|
|
|
|
MagickBooleanType
|
|
|
status;
|
|
|
|
|
|
MagickOffsetType
|
|
|
progress;
|
|
|
|
|
|
ssize_t
|
|
|
y;
|
|
|
|
|
|
assert(image != (Image *) NULL);
|
|
|
assert(image->signature == MagickCoreSignature);
|
|
|
if (image->debug != MagickFalse)
|
|
|
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
|
|
|
if (image->storage_class == PseudoClass)
|
|
|
{
|
|
|
ssize_t
|
|
|
i;
|
|
|
|
|
|
PixelInfo
|
|
|
*magick_restrict q;
|
|
|
|
|
|
q=image->colormap;
|
|
|
for (i=0; i < (ssize_t) image->colors; i++)
|
|
|
{
|
|
|
q->red=(double) PerceptibleThreshold(ClampToQuantum(q->red),
|
|
|
epsilon);
|
|
|
q->green=(double) PerceptibleThreshold(ClampToQuantum(q->green),
|
|
|
epsilon);
|
|
|
q->blue=(double) PerceptibleThreshold(ClampToQuantum(q->blue),
|
|
|
epsilon);
|
|
|
q->alpha=(double) PerceptibleThreshold(ClampToQuantum(q->alpha),
|
|
|
epsilon);
|
|
|
q++;
|
|
|
}
|
|
|
return(SyncImage(image,exception));
|
|
|
}
|
|
|
/*
|
|
|
Perceptible image.
|
|
|
*/
|
|
|
status=MagickTrue;
|
|
|
progress=0;
|
|
|
image_view=AcquireAuthenticCacheView(image,exception);
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp parallel for schedule(static) shared(progress,status) \
|
|
|
magick_number_threads(image,image,image->rows,1)
|
|
|
#endif
|
|
|
for (y=0; y < (ssize_t) image->rows; y++)
|
|
|
{
|
|
|
ssize_t
|
|
|
x;
|
|
|
|
|
|
Quantum
|
|
|
*magick_restrict q;
|
|
|
|
|
|
if (status == MagickFalse)
|
|
|
continue;
|
|
|
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception);
|
|
|
if (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);
|
|
|
if (traits == UndefinedPixelTrait)
|
|
|
continue;
|
|
|
q[i]=PerceptibleThreshold(q[i],epsilon);
|
|
|
}
|
|
|
q+=GetPixelChannels(image);
|
|
|
}
|
|
|
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
if (image->progress_monitor != (MagickProgressMonitor) NULL)
|
|
|
{
|
|
|
MagickBooleanType
|
|
|
proceed;
|
|
|
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp atomic
|
|
|
#endif
|
|
|
progress++;
|
|
|
proceed=SetImageProgress(image,PerceptibleImageTag,progress,
|
|
|
image->rows);
|
|
|
if (proceed == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
}
|
|
|
}
|
|
|
image_view=DestroyCacheView(image_view);
|
|
|
return(status);
|
|
|
}
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
% R a n d o m T h r e s h o l d I m a g e %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% RandomThresholdImage() changes the value of individual pixels based on the
|
|
|
% intensity of each pixel compared to a random threshold. The result is a
|
|
|
% low-contrast, two color image.
|
|
|
%
|
|
|
% The format of the RandomThresholdImage method is:
|
|
|
%
|
|
|
% MagickBooleanType RandomThresholdImage(Image *image,
|
|
|
% const char *thresholds,ExceptionInfo *exception)
|
|
|
%
|
|
|
% A description of each parameter follows:
|
|
|
%
|
|
|
% o image: the image.
|
|
|
%
|
|
|
% o low,high: Specify the high and low thresholds. These values range from
|
|
|
% 0 to QuantumRange.
|
|
|
%
|
|
|
% o exception: return any errors or warnings in this structure.
|
|
|
%
|
|
|
*/
|
|
|
MagickExport MagickBooleanType RandomThresholdImage(Image *image,
|
|
|
const double min_threshold, const double max_threshold,ExceptionInfo *exception)
|
|
|
{
|
|
|
#define ThresholdImageTag "Threshold/Image"
|
|
|
|
|
|
CacheView
|
|
|
*image_view;
|
|
|
|
|
|
MagickBooleanType
|
|
|
status;
|
|
|
|
|
|
MagickOffsetType
|
|
|
progress;
|
|
|
|
|
|
PixelInfo
|
|
|
threshold;
|
|
|
|
|
|
RandomInfo
|
|
|
**magick_restrict random_info;
|
|
|
|
|
|
ssize_t
|
|
|
y;
|
|
|
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
unsigned long
|
|
|
key;
|
|
|
#endif
|
|
|
|
|
|
assert(image != (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 (SetImageStorageClass(image,DirectClass,exception) == MagickFalse)
|
|
|
return(MagickFalse);
|
|
|
GetPixelInfo(image,&threshold);
|
|
|
/*
|
|
|
Random threshold image.
|
|
|
*/
|
|
|
status=MagickTrue;
|
|
|
progress=0;
|
|
|
random_info=AcquireRandomInfoThreadSet();
|
|
|
image_view=AcquireAuthenticCacheView(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,image,image->rows,key == ~0UL)
|
|
|
#endif
|
|
|
for (y=0; y < (ssize_t) image->rows; y++)
|
|
|
{
|
|
|
const int
|
|
|
id = GetOpenMPThreadId();
|
|
|
|
|
|
Quantum
|
|
|
*magick_restrict q;
|
|
|
|
|
|
ssize_t
|
|
|
x;
|
|
|
|
|
|
if (status == MagickFalse)
|
|
|
continue;
|
|
|
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception);
|
|
|
if (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++)
|
|
|
{
|
|
|
double
|
|
|
threshold;
|
|
|
|
|
|
PixelChannel channel = GetPixelChannelChannel(image,i);
|
|
|
PixelTrait traits = GetPixelChannelTraits(image,channel);
|
|
|
if ((traits & UpdatePixelTrait) == 0)
|
|
|
continue;
|
|
|
if ((double) q[i] < min_threshold)
|
|
|
threshold=min_threshold;
|
|
|
else
|
|
|
if ((double) q[i] > max_threshold)
|
|
|
threshold=max_threshold;
|
|
|
else
|
|
|
threshold=(double) (QuantumRange*
|
|
|
GetPseudoRandomValue(random_info[id]));
|
|
|
q[i]=(double) q[i] <= threshold ? 0 : QuantumRange;
|
|
|
}
|
|
|
q+=GetPixelChannels(image);
|
|
|
}
|
|
|
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
if (image->progress_monitor != (MagickProgressMonitor) NULL)
|
|
|
{
|
|
|
MagickBooleanType
|
|
|
proceed;
|
|
|
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp atomic
|
|
|
#endif
|
|
|
progress++;
|
|
|
proceed=SetImageProgress(image,ThresholdImageTag,progress,
|
|
|
image->rows);
|
|
|
if (proceed == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
}
|
|
|
}
|
|
|
image_view=DestroyCacheView(image_view);
|
|
|
random_info=DestroyRandomInfoThreadSet(random_info);
|
|
|
return(status);
|
|
|
}
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
% R a n g e T h r e s h o l d I m a g e %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% RangeThresholdImage() applies soft and hard thresholding.
|
|
|
%
|
|
|
% The format of the RangeThresholdImage method is:
|
|
|
%
|
|
|
% MagickBooleanType RangeThresholdImage(Image *image,
|
|
|
% const double low_black,const double low_white,const double high_white,
|
|
|
% const double high_black,ExceptionInfo *exception)
|
|
|
%
|
|
|
% A description of each parameter follows:
|
|
|
%
|
|
|
% o image: the image.
|
|
|
%
|
|
|
% o low_black: Define the minimum black threshold value.
|
|
|
%
|
|
|
% o low_white: Define the minimum white threshold value.
|
|
|
%
|
|
|
% o high_white: Define the maximum white threshold value.
|
|
|
%
|
|
|
% o high_black: Define the maximum black threshold value.
|
|
|
%
|
|
|
% o exception: return any errors or warnings in this structure.
|
|
|
%
|
|
|
*/
|
|
|
MagickExport MagickBooleanType RangeThresholdImage(Image *image,
|
|
|
const double low_black,const double low_white,const double high_white,
|
|
|
const double high_black,ExceptionInfo *exception)
|
|
|
{
|
|
|
#define ThresholdImageTag "Threshold/Image"
|
|
|
|
|
|
CacheView
|
|
|
*image_view;
|
|
|
|
|
|
MagickBooleanType
|
|
|
status;
|
|
|
|
|
|
MagickOffsetType
|
|
|
progress;
|
|
|
|
|
|
ssize_t
|
|
|
y;
|
|
|
|
|
|
assert(image != (Image *) NULL);
|
|
|
assert(image->signature == MagickCoreSignature);
|
|
|
if (image->debug != MagickFalse)
|
|
|
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
|
|
|
if (SetImageStorageClass(image,DirectClass,exception) == MagickFalse)
|
|
|
return(MagickFalse);
|
|
|
if (IsGrayColorspace(image->colorspace) != MagickFalse)
|
|
|
(void) TransformImageColorspace(image,sRGBColorspace,exception);
|
|
|
/*
|
|
|
Range threshold image.
|
|
|
*/
|
|
|
status=MagickTrue;
|
|
|
progress=0;
|
|
|
image_view=AcquireAuthenticCacheView(image,exception);
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp parallel for schedule(static) shared(progress,status) \
|
|
|
magick_number_threads(image,image,image->rows,1)
|
|
|
#endif
|
|
|
for (y=0; y < (ssize_t) image->rows; y++)
|
|
|
{
|
|
|
ssize_t
|
|
|
x;
|
|
|
|
|
|
Quantum
|
|
|
*magick_restrict q;
|
|
|
|
|
|
if (status == MagickFalse)
|
|
|
continue;
|
|
|
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception);
|
|
|
if (q == (Quantum *) NULL)
|
|
|
{
|
|
|
status=MagickFalse;
|
|
|
continue;
|
|
|
}
|
|
|
for (x=0; x < (ssize_t) image->columns; x++)
|
|
|
{
|
|
|
double
|
|
|
pixel;
|
|
|
|
|
|
ssize_t
|
|
|
i;
|
|
|
|
|
|
pixel=GetPixelIntensity(image,q);
|
|
|
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
|
|
|
{
|
|
|
PixelChannel channel = GetPixelChannelChannel(image,i);
|
|
|
PixelTrait traits = GetPixelChannelTraits(image,channel);
|
|
|
if ((traits & UpdatePixelTrait) == 0)
|
|
|
continue;
|
|
|
if (image->channel_mask != DefaultChannels)
|
|
|
pixel=(double) q[i];
|
|
|
if (pixel < low_black)
|
|
|
q[i]=(Quantum) 0;
|
|
|
else
|
|
|
if ((pixel >= low_black) && (pixel < low_white))
|
|
|
q[i]=ClampToQuantum(QuantumRange*
|
|
|
PerceptibleReciprocal(low_white-low_black)*(pixel-low_black));
|
|
|
else
|
|
|
if ((pixel >= low_white) && (pixel <= high_white))
|
|
|
q[i]=QuantumRange;
|
|
|
else
|
|
|
if ((pixel > high_white) && (pixel <= high_black))
|
|
|
q[i]=ClampToQuantum(QuantumRange*PerceptibleReciprocal(
|
|
|
high_black-high_white)*(high_black-pixel));
|
|
|
else
|
|
|
if (pixel > high_black)
|
|
|
q[i]=(Quantum) 0;
|
|
|
else
|
|
|
q[i]=(Quantum) 0;
|
|
|
}
|
|
|
q+=GetPixelChannels(image);
|
|
|
}
|
|
|
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
if (image->progress_monitor != (MagickProgressMonitor) NULL)
|
|
|
{
|
|
|
MagickBooleanType
|
|
|
proceed;
|
|
|
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp atomic
|
|
|
#endif
|
|
|
progress++;
|
|
|
proceed=SetImageProgress(image,ThresholdImageTag,progress,
|
|
|
image->rows);
|
|
|
if (proceed == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
}
|
|
|
}
|
|
|
image_view=DestroyCacheView(image_view);
|
|
|
return(status);
|
|
|
}
|
|
|
|
|
|
/*
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
% W h i t e T h r e s h o l d I m a g e %
|
|
|
% %
|
|
|
% %
|
|
|
% %
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
%
|
|
|
% WhiteThresholdImage() is like ThresholdImage() but forces all pixels above
|
|
|
% the threshold into white while leaving all pixels at or below the threshold
|
|
|
% unchanged.
|
|
|
%
|
|
|
% The format of the WhiteThresholdImage method is:
|
|
|
%
|
|
|
% MagickBooleanType WhiteThresholdImage(Image *image,
|
|
|
% const char *threshold,ExceptionInfo *exception)
|
|
|
%
|
|
|
% A description of each parameter follows:
|
|
|
%
|
|
|
% o image: the image.
|
|
|
%
|
|
|
% o threshold: Define the threshold value.
|
|
|
%
|
|
|
% o exception: return any errors or warnings in this structure.
|
|
|
%
|
|
|
*/
|
|
|
MagickExport MagickBooleanType WhiteThresholdImage(Image *image,
|
|
|
const char *thresholds,ExceptionInfo *exception)
|
|
|
{
|
|
|
#define ThresholdImageTag "Threshold/Image"
|
|
|
|
|
|
CacheView
|
|
|
*image_view;
|
|
|
|
|
|
GeometryInfo
|
|
|
geometry_info;
|
|
|
|
|
|
MagickBooleanType
|
|
|
status;
|
|
|
|
|
|
MagickOffsetType
|
|
|
progress;
|
|
|
|
|
|
PixelInfo
|
|
|
threshold;
|
|
|
|
|
|
MagickStatusType
|
|
|
flags;
|
|
|
|
|
|
ssize_t
|
|
|
y;
|
|
|
|
|
|
assert(image != (Image *) NULL);
|
|
|
assert(image->signature == MagickCoreSignature);
|
|
|
if (image->debug != MagickFalse)
|
|
|
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
|
|
|
if (thresholds == (const char *) NULL)
|
|
|
return(MagickTrue);
|
|
|
if (SetImageStorageClass(image,DirectClass,exception) == MagickFalse)
|
|
|
return(MagickFalse);
|
|
|
if (IsGrayColorspace(image->colorspace) != MagickFalse)
|
|
|
(void) TransformImageColorspace(image,sRGBColorspace,exception);
|
|
|
GetPixelInfo(image,&threshold);
|
|
|
flags=ParseGeometry(thresholds,&geometry_info);
|
|
|
threshold.red=geometry_info.rho;
|
|
|
threshold.green=geometry_info.rho;
|
|
|
threshold.blue=geometry_info.rho;
|
|
|
threshold.black=geometry_info.rho;
|
|
|
threshold.alpha=100.0;
|
|
|
if ((flags & SigmaValue) != 0)
|
|
|
threshold.green=geometry_info.sigma;
|
|
|
if ((flags & XiValue) != 0)
|
|
|
threshold.blue=geometry_info.xi;
|
|
|
if ((flags & PsiValue) != 0)
|
|
|
threshold.alpha=geometry_info.psi;
|
|
|
if (threshold.colorspace == CMYKColorspace)
|
|
|
{
|
|
|
if ((flags & PsiValue) != 0)
|
|
|
threshold.black=geometry_info.psi;
|
|
|
if ((flags & ChiValue) != 0)
|
|
|
threshold.alpha=geometry_info.chi;
|
|
|
}
|
|
|
if ((flags & PercentValue) != 0)
|
|
|
{
|
|
|
threshold.red*=(MagickRealType) (QuantumRange/100.0);
|
|
|
threshold.green*=(MagickRealType) (QuantumRange/100.0);
|
|
|
threshold.blue*=(MagickRealType) (QuantumRange/100.0);
|
|
|
threshold.black*=(MagickRealType) (QuantumRange/100.0);
|
|
|
threshold.alpha*=(MagickRealType) (QuantumRange/100.0);
|
|
|
}
|
|
|
/*
|
|
|
White threshold image.
|
|
|
*/
|
|
|
status=MagickTrue;
|
|
|
progress=0;
|
|
|
image_view=AcquireAuthenticCacheView(image,exception);
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp parallel for schedule(static) shared(progress,status) \
|
|
|
magick_number_threads(image,image,image->rows,1)
|
|
|
#endif
|
|
|
for (y=0; y < (ssize_t) image->rows; y++)
|
|
|
{
|
|
|
ssize_t
|
|
|
x;
|
|
|
|
|
|
Quantum
|
|
|
*magick_restrict q;
|
|
|
|
|
|
if (status == MagickFalse)
|
|
|
continue;
|
|
|
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception);
|
|
|
if (q == (Quantum *) NULL)
|
|
|
{
|
|
|
status=MagickFalse;
|
|
|
continue;
|
|
|
}
|
|
|
for (x=0; x < (ssize_t) image->columns; x++)
|
|
|
{
|
|
|
double
|
|
|
pixel;
|
|
|
|
|
|
ssize_t
|
|
|
i;
|
|
|
|
|
|
pixel=GetPixelIntensity(image,q);
|
|
|
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
|
|
|
{
|
|
|
PixelChannel channel = GetPixelChannelChannel(image,i);
|
|
|
PixelTrait traits = GetPixelChannelTraits(image,channel);
|
|
|
if ((traits & UpdatePixelTrait) == 0)
|
|
|
continue;
|
|
|
if (image->channel_mask != DefaultChannels)
|
|
|
pixel=(double) q[i];
|
|
|
if (pixel > GetPixelInfoChannel(&threshold,channel))
|
|
|
q[i]=QuantumRange;
|
|
|
}
|
|
|
q+=GetPixelChannels(image);
|
|
|
}
|
|
|
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
if (image->progress_monitor != (MagickProgressMonitor) NULL)
|
|
|
{
|
|
|
MagickBooleanType
|
|
|
proceed;
|
|
|
|
|
|
#if defined(MAGICKCORE_OPENMP_SUPPORT)
|
|
|
#pragma omp atomic
|
|
|
#endif
|
|
|
progress++;
|
|
|
proceed=SetImageProgress(image,ThresholdImageTag,progress,image->rows);
|
|
|
if (proceed == MagickFalse)
|
|
|
status=MagickFalse;
|
|
|
}
|
|
|
}
|
|
|
image_view=DestroyCacheView(image_view);
|
|
|
return(status);
|
|
|
}
|