% %
% %
% %
-% H H IIIII SSSSS TTTTT OOO GGGG RRRR AAA M M %
-% H H I SS T O O G R R A A MM MM %
-% HHHHH I SSS T O O G GG RRRR AAAAA M M M %
-% H H I SS T O O G G R R A A M M %
-% H H IIIII SSSSS T OOO GGG R R A A M M %
+% H H IIIII SSSSS TTTTT OOO GGGG RRRR AAA M M %
+% H H I SS T O O G R R A A MM MM %
+% HHHHH I SSS T O O G GG RRRR AAAAA M M M %
+% H H I SS T O O G G R R A A M M %
+% H H IIIII SSSSS T OOO GGG R R A A M M %
% %
% %
-% Write A Histogram Image. %
+% MagickCore Histogram Methods %
% %
% Software Design %
-% John Cristy %
-% July 1992 %
+% Anthony Thyssen %
+% Fred Weinhaus %
+% August 2009 %
% %
% %
% Copyright 1999-2010 ImageMagick Studio LLC, a non-profit organization %
Include declarations.
*/
#include "magick/studio.h"
-#include "magick/property.h"
-#include "magick/blob.h"
-#include "magick/blob-private.h"
-#include "magick/cache.h"
-#include "magick/color.h"
+#include "magick/cache-view.h"
#include "magick/color-private.h"
-#include "magick/constitute.h"
+#include "magick/enhance.h"
#include "magick/exception.h"
#include "magick/exception-private.h"
-#include "magick/geometry.h"
+#include "magick/hashmap.h"
#include "magick/histogram.h"
-#include "magick/image-private.h"
-#include "magick/magick.h"
+#include "magick/image.h"
+#include "magick/list.h"
#include "magick/memory_.h"
-#include "magick/monitor.h"
#include "magick/monitor-private.h"
-#include "magick/resource_.h"
-#include "magick/quantum-private.h"
-#include "magick/static.h"
+#include "magick/option.h"
+#include "magick/pixel-private.h"
+#include "magick/prepress.h"
+#include "magick/quantize.h"
+#include "magick/registry.h"
+#include "magick/semaphore.h"
+#include "magick/splay-tree.h"
#include "magick/statistic.h"
#include "magick/string_.h"
-#include "magick/module.h"
+\f
+/*
+ Define declarations.
+*/
+#define MaxTreeDepth 8
+#define NodesInAList 1536
+\f
+/*
+ Typedef declarations.
+*/
+typedef struct _NodeInfo
+{
+ struct _NodeInfo
+ *child[16];
+
+ ColorPacket
+ *list;
+
+ MagickSizeType
+ number_unique;
+
+ unsigned long
+ level;
+} NodeInfo;
+
+typedef struct _Nodes
+{
+ NodeInfo
+ nodes[NodesInAList];
+
+ struct _Nodes
+ *next;
+} Nodes;
+
+typedef struct _CubeInfo
+{
+ NodeInfo
+ *root;
+
+ long
+ x,
+ progress;
+
+ unsigned long
+ colors,
+ free_nodes;
+
+ NodeInfo
+ *node_info;
+
+ Nodes
+ *node_queue;
+} CubeInfo;
\f
/*
Forward declarations.
*/
-static MagickBooleanType
- WriteHISTOGRAMImage(const ImageInfo *,Image *);
+static CubeInfo
+ *GetCubeInfo(void);
+
+static NodeInfo
+ *GetNodeInfo(CubeInfo *,const unsigned long);
+
+static void
+ DestroyColorCube(const Image *,NodeInfo *);
\f
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
-% R e g i s t e r H I S T O G R A M I m a g e %
++ C l a s s i f y I m a g e C o l o r s %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
-% RegisterHISTOGRAMImage() adds attributes for the Histogram image format
-% to the list of supported formats. The attributes include the image format
-% tag, a method to read and/or write the format, whether the format
-% supports the saving of more than one frame to the same file or blob,
-% whether the format supports native in-memory I/O, and a brief
-% description of the format.
+% ClassifyImageColors() builds a populated CubeInfo tree for the specified
+% image. The returned tree should be deallocated using DestroyCubeInfo()
+% once it is no longer needed.
+%
+% The format of the ClassifyImageColors() method is:
%
-% The format of the RegisterHISTOGRAMImage method is:
+% CubeInfo *ClassifyImageColors(const Image *image,
+% ExceptionInfo *exception)
+%
+% A description of each parameter follows.
%
-% unsigned long RegisterHISTOGRAMImage(void)
+% o image: the image.
+%
+% o exception: return any errors or warnings in this structure.
%
*/
-ModuleExport unsigned long RegisterHISTOGRAMImage(void)
+
+static inline unsigned long ColorToNodeId(const Image *image,
+ const MagickPixelPacket *pixel,unsigned long index)
+{
+ unsigned long
+ id;
+
+ id=(unsigned long) (
+ ((ScaleQuantumToChar(ClampToQuantum(pixel->red)) >> index) & 0x01) |
+ ((ScaleQuantumToChar(ClampToQuantum(pixel->green)) >> index) & 0x01) << 1 |
+ ((ScaleQuantumToChar(ClampToQuantum(pixel->blue)) >> index) & 0x01) << 2);
+ if (image->matte != MagickFalse)
+ id|=((ScaleQuantumToChar(ClampToQuantum(pixel->opacity)) >> index) &
+ 0x01) << 3;
+ return(id);
+}
+
+static CubeInfo *ClassifyImageColors(const Image *image,
+ ExceptionInfo *exception)
{
- MagickInfo
- *entry;
-
- entry=SetMagickInfo("HISTOGRAM");
- entry->encoder=(EncodeImageHandler *) WriteHISTOGRAMImage;
- entry->adjoin=MagickFalse;
- entry->format_type=ExplicitFormatType;
- entry->description=ConstantString("Histogram of the image");
- entry->module=ConstantString("HISTOGRAM");
- (void) RegisterMagickInfo(entry);
- return(MagickImageCoderSignature);
+#define EvaluateImageTag " Compute image colors... "
+
+ CacheView
+ *image_view;
+
+ CubeInfo
+ *cube_info;
+
+ long
+ y;
+
+ MagickBooleanType
+ proceed;
+
+ MagickPixelPacket
+ pixel,
+ target;
+
+ NodeInfo
+ *node_info;
+
+ register const IndexPacket
+ *indexes;
+
+ register const PixelPacket
+ *p;
+
+ register long
+ i,
+ x;
+
+ register unsigned long
+ id,
+ index,
+ level;
+
+ /*
+ Initialize color description tree.
+ */
+ assert(image != (const Image *) NULL);
+ assert(image->signature == MagickSignature);
+ if (image->debug != MagickFalse)
+ (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
+ cube_info=GetCubeInfo();
+ if (cube_info == (CubeInfo *) NULL)
+ {
+ (void) ThrowMagickException(exception,GetMagickModule(),
+ ResourceLimitError,"MemoryAllocationFailed","`%s'",image->filename);
+ return(cube_info);
+ }
+ GetMagickPixelPacket(image,&pixel);
+ GetMagickPixelPacket(image,&target);
+ image_view=AcquireCacheView(image);
+ for (y=0; y < (long) image->rows; y++)
+ {
+ p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception);
+ if (p == (const PixelPacket *) NULL)
+ break;
+ indexes=GetCacheViewVirtualIndexQueue(image_view);
+ for (x=0; x < (long) image->columns; x++)
+ {
+ /*
+ Start at the root and proceed level by level.
+ */
+ node_info=cube_info->root;
+ index=MaxTreeDepth-1;
+ for (level=1; level < MaxTreeDepth; level++)
+ {
+ SetMagickPixelPacket(image,p,indexes+x,&pixel);
+ id=ColorToNodeId(image,&pixel,index);
+ if (node_info->child[id] == (NodeInfo *) NULL)
+ {
+ node_info->child[id]=GetNodeInfo(cube_info,level);
+ if (node_info->child[id] == (NodeInfo *) NULL)
+ {
+ (void) ThrowMagickException(exception,GetMagickModule(),
+ ResourceLimitError,"MemoryAllocationFailed","`%s'",
+ image->filename);
+ return(0);
+ }
+ }
+ node_info=node_info->child[id];
+ index--;
+ }
+ for (i=0; i < (long) node_info->number_unique; i++)
+ {
+ SetMagickPixelPacket(image,&node_info->list[i].pixel,
+ &node_info->list[i].index,&target);
+ if (IsMagickColorEqual(&pixel,&target) != MagickFalse)
+ break;
+ }
+ if (i < (long) node_info->number_unique)
+ node_info->list[i].count++;
+ else
+ {
+ if (node_info->number_unique == 0)
+ node_info->list=(ColorPacket *) AcquireMagickMemory(
+ sizeof(*node_info->list));
+ else
+ node_info->list=(ColorPacket *) ResizeQuantumMemory(node_info->list,
+ (size_t) (i+1),sizeof(*node_info->list));
+ if (node_info->list == (ColorPacket *) NULL)
+ {
+ (void) ThrowMagickException(exception,GetMagickModule(),
+ ResourceLimitError,"MemoryAllocationFailed","`%s'",
+ image->filename);
+ return(0);
+ }
+ node_info->list[i].pixel=(*p);
+ if ((image->colorspace == CMYKColorspace) ||
+ (image->storage_class == PseudoClass))
+ node_info->list[i].index=indexes[x];
+ node_info->list[i].count=1;
+ node_info->number_unique++;
+ cube_info->colors++;
+ }
+ p++;
+ }
+ proceed=SetImageProgress(image,EvaluateImageTag,y,image->rows);
+ if (proceed == MagickFalse)
+ break;
+ }
+ image_view=DestroyCacheView(image_view);
+ return(cube_info);
}
\f
/*
% %
% %
% %
-% U n r e g i s t e r H I S T O G R A M I m a g e %
++ D e f i n e I m a g e H i s t o g r a m %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
-% UnregisterHISTOGRAMImage() removes format registrations made by the
-% HISTOGRAM module from the list of supported formats.
+% DefineImageHistogram() traverses the color cube tree and notes each colormap
+% entry. A colormap entry is any node in the color cube tree where the
+% of unique colors is not zero.
+%
+% The format of the DefineImageHistogram method is:
+%
+% DefineImageHistogram(const Image *image,NodeInfo *node_info,
+% ColorPacket **unique_colors)
+%
+% A description of each parameter follows.
+%
+% o image: the image.
%
-% The format of the UnregisterHISTOGRAMImage method is:
+% o node_info: the address of a structure of type NodeInfo which points to a
+% node in the color cube tree that is to be pruned.
%
-% UnregisterHISTOGRAMImage(void)
+% o histogram: the image histogram.
%
*/
-ModuleExport void UnregisterHISTOGRAMImage(void)
+static void DefineImageHistogram(const Image *image,NodeInfo *node_info,
+ ColorPacket **histogram)
{
- (void) UnregisterMagickInfo("HISTOGRAM");
+ register long
+ i;
+
+ unsigned long
+ number_children;
+
+ /*
+ Traverse any children.
+ */
+ number_children=image->matte == MagickFalse ? 8UL : 16UL;
+ for (i=0; i < (long) number_children; i++)
+ if (node_info->child[i] != (NodeInfo *) NULL)
+ DefineImageHistogram(image,node_info->child[i],histogram);
+ if (node_info->level == (MaxTreeDepth-1))
+ {
+ register ColorPacket
+ *p;
+
+ p=node_info->list;
+ for (i=0; i < (long) node_info->number_unique; i++)
+ {
+ (*histogram)->pixel=p->pixel;
+ (*histogram)->index=p->index;
+ (*histogram)->count=p->count;
+ (*histogram)++;
+ p++;
+ }
+ }
}
\f
/*
% %
% %
% %
-% W r i t e H I S T O G R A M I m a g e %
++ D e s t r o y C u b e I n f o %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
-% WriteHISTOGRAMImage() writes an image to a file in Histogram format.
-% The image shows a histogram of the color (or gray) values in the image. The
-% image consists of three overlaid histograms: a red one for the red channel,
-% a green one for the green channel, and a blue one for the blue channel. The
-% image comment contains a list of unique pixel values and the number of times
-% each occurs in the image.
+% DestroyCubeInfo() deallocates memory associated with a CubeInfo structure.
+%
+% The format of the DestroyCubeInfo method is:
+%
+% DestroyCubeInfo(const Image *image,CubeInfo *cube_info)
+%
+% A description of each parameter follows:
+%
+% o image: the image.
+%
+% o cube_info: the address of a structure of type CubeInfo.
+%
+*/
+static CubeInfo *DestroyCubeInfo(const Image *image,CubeInfo *cube_info)
+{
+ register Nodes
+ *nodes;
+
+ /*
+ Release color cube tree storage.
+ */
+ DestroyColorCube(image,cube_info->root);
+ do
+ {
+ nodes=cube_info->node_queue->next;
+ cube_info->node_queue=(Nodes *)
+ RelinquishMagickMemory(cube_info->node_queue);
+ cube_info->node_queue=nodes;
+ } while (cube_info->node_queue != (Nodes *) NULL);
+ return((CubeInfo *) RelinquishMagickMemory(cube_info));
+}
+\f
+/*
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% %
+% %
+% %
++ D e s t r o y C o l o r C u b e %
+% %
+% %
+% %
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
-% This method is strongly based on a similar one written by
-% muquit@warm.semcor.com which in turn is based on ppmhistmap of netpbm.
+% DestroyColorCube() traverses the color cube tree and frees the list of
+% unique colors.
%
-% The format of the WriteHISTOGRAMImage method is:
+% The format of the DestroyColorCube method is:
%
-% MagickBooleanType WriteHISTOGRAMImage(const ImageInfo *image_info,
-% Image *image)
+% void DestroyColorCube(const Image *image,const NodeInfo *node_info)
%
% A description of each parameter follows.
%
-% o image_info: the image info.
+% o image: the image.
%
-% o image: The image.
+% o node_info: the address of a structure of type NodeInfo which points to a
+% node in the color cube tree that is to be pruned.
%
*/
-
-static inline size_t MagickMax(const size_t x,const size_t y)
+static void DestroyColorCube(const Image *image,NodeInfo *node_info)
{
- if (x > y)
- return(x);
- return(y);
+ register long
+ i;
+
+ unsigned long
+ number_children;
+
+ /*
+ Traverse any children.
+ */
+ number_children=image->matte == MagickFalse ? 8UL : 16UL;
+ for (i=0; i < (long) number_children; i++)
+ if (node_info->child[i] != (NodeInfo *) NULL)
+ DestroyColorCube(image,node_info->child[i]);
+ if (node_info->list != (ColorPacket *) NULL)
+ node_info->list=(ColorPacket *) RelinquishMagickMemory(node_info->list);
}
+\f
+/*
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% %
+% %
+% %
++ G e t C u b e I n f o %
+% %
+% %
+% %
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%
+% GetCubeInfo() initializes the CubeInfo data structure.
+%
+% The format of the GetCubeInfo method is:
+%
+% cube_info=GetCubeInfo()
+%
+% A description of each parameter follows.
+%
+% o cube_info: A pointer to the Cube structure.
+%
+*/
+static CubeInfo *GetCubeInfo(void)
+{
+ CubeInfo
+ *cube_info;
-static MagickBooleanType WriteHISTOGRAMImage(const ImageInfo *image_info,
- Image *image)
+ /*
+ Initialize tree to describe color cube.
+ */
+ cube_info=(CubeInfo *) AcquireAlignedMemory(1,sizeof(*cube_info));
+ if (cube_info == (CubeInfo *) NULL)
+ return((CubeInfo *) NULL);
+ (void) ResetMagickMemory(cube_info,0,sizeof(*cube_info));
+ /*
+ Initialize root node.
+ */
+ cube_info->root=GetNodeInfo(cube_info,0);
+ if (cube_info->root == (NodeInfo *) NULL)
+ return((CubeInfo *) NULL);
+ return(cube_info);
+}
+\f
+/*
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% %
+% %
+% %
+% G e t I m a g e H i s t o g r a m %
+% %
+% %
+% %
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%
+% GetImageHistogram() returns the unique colors in an image.
+%
+% The format of the GetImageHistogram method is:
+%
+% unsigned long GetImageHistogram(const Image *image,
+% unsigned long *number_colors,ExceptionInfo *exception)
+%
+% A description of each parameter follows.
+%
+% o image: the image.
+%
+% o file: Write a histogram of the color distribution to this file handle.
+%
+% o exception: return any errors or warnings in this structure.
+%
+*/
+MagickExport ColorPacket *GetImageHistogram(const Image *image,
+ unsigned long *number_colors,ExceptionInfo *exception)
{
-#define HistogramDensity "256x200"
+ ColorPacket
+ *histogram;
- ChannelType
- channel;
+ CubeInfo
+ *cube_info;
- char
- filename[MaxTextExtent];
+ *number_colors=0;
+ histogram=(ColorPacket *) NULL;
+ cube_info=ClassifyImageColors(image,exception);
+ if (cube_info != (CubeInfo *) NULL)
+ {
+ histogram=(ColorPacket *) AcquireQuantumMemory((size_t) cube_info->colors,
+ sizeof(*histogram));
+ if (histogram == (ColorPacket *) NULL)
+ (void) ThrowMagickException(exception,GetMagickModule(),
+ ResourceLimitError,"MemoryAllocationFailed","`%s'",image->filename);
+ else
+ {
+ ColorPacket
+ *root;
- ExceptionInfo
- *exception;
+ *number_colors=cube_info->colors;
+ root=histogram;
+ DefineImageHistogram(image,cube_info->root,&root);
+ }
+ }
+ cube_info=DestroyCubeInfo(image,cube_info);
+ return(histogram);
+}
+\f
+/*
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% %
+% %
+% %
++ G e t N o d e I n f o %
+% %
+% %
+% %
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%
+% GetNodeInfo() allocates memory for a new node in the color cube tree and
+% presets all fields to zero.
+%
+% The format of the GetNodeInfo method is:
+%
+% NodeInfo *GetNodeInfo(CubeInfo *cube_info,const unsigned long level)
+%
+% A description of each parameter follows.
+%
+% o cube_info: A pointer to the CubeInfo structure.
+%
+% o level: Specifies the level in the storage_class the node resides.
+%
+*/
+static NodeInfo *GetNodeInfo(CubeInfo *cube_info,const unsigned long level)
+{
+ NodeInfo
+ *node_info;
- FILE
- *file;
+ if (cube_info->free_nodes == 0)
+ {
+ Nodes
+ *nodes;
- Image
- *histogram_image;
+ /*
+ Allocate a new nodes of nodes.
+ */
+ nodes=(Nodes *) AcquireAlignedMemory(1,sizeof(*nodes));
+ if (nodes == (Nodes *) NULL)
+ return((NodeInfo *) NULL);
+ nodes->next=cube_info->node_queue;
+ cube_info->node_queue=nodes;
+ cube_info->node_info=nodes->nodes;
+ cube_info->free_nodes=NodesInAList;
+ }
+ cube_info->free_nodes--;
+ node_info=cube_info->node_info++;
+ (void) ResetMagickMemory(node_info,0,sizeof(*node_info));
+ node_info->level=level;
+ return(node_info);
+}
+\f
+/*
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% %
+% %
+% %
+% I s H i s t o g r a m I m a g e %
+% %
+% %
+% %
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%
+% IsHistogramImage() returns MagickTrue if the image has 1024 unique colors or
+% less.
+%
+% The format of the IsHistogramImage method is:
+%
+% MagickBooleanType IsHistogramImage(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 MagickBooleanType IsHistogramImage(const Image *image,
+ ExceptionInfo *exception)
+{
+#define MaximumUniqueColors 1024
- ImageInfo
- *write_info;
+ CacheView
+ *image_view;
- int
- unique_file;
+ CubeInfo
+ *cube_info;
long
y;
- MagickBooleanType
- status;
-
MagickPixelPacket
- *histogram;
+ pixel,
+ target;
- MagickRealType
- maximum,
- scale;
-
- RectangleInfo
- geometry;
+ register const IndexPacket
+ *indexes;
register const PixelPacket
*p;
register long
x;
- register PixelPacket
- *q,
- *r;
+ register NodeInfo
+ *node_info;
- size_t
- length;
+ register long
+ i;
+
+ unsigned long
+ id,
+ index,
+ level;
- /*
- Allocate histogram image.
- */
- assert(image_info != (const ImageInfo *) NULL);
- assert(image_info->signature == MagickSignature);
assert(image != (Image *) NULL);
assert(image->signature == MagickSignature);
if (image->debug != MagickFalse)
- (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",
- image_info->filename);
- SetGeometry(image,&geometry);
- if (image_info->density == (char *) NULL)
- (void) ParseAbsoluteGeometry(HistogramDensity,&geometry);
- else
- (void) ParseAbsoluteGeometry(image_info->density,&geometry);
- histogram_image=CloneImage(image,geometry.width,geometry.height,MagickTrue,
- &image->exception);
- if (histogram_image == (Image *) NULL)
- ThrowWriterException(ResourceLimitError,"MemoryAllocationFailed");
- (void) SetImageStorageClass(histogram_image,DirectClass);
+ (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
+ if ((image->storage_class == PseudoClass) && (image->colors <= 256))
+ return(MagickTrue);
+ if (image->storage_class == PseudoClass)
+ return(MagickFalse);
/*
- Allocate histogram count arrays.
+ Initialize color description tree.
*/
- length=MagickMax((size_t) ScaleQuantumToChar((Quantum) QuantumRange)+1UL,
- histogram_image->columns);
- histogram=(MagickPixelPacket *) AcquireQuantumMemory(length,
- sizeof(*histogram));
- if (histogram == (MagickPixelPacket *) NULL)
+ cube_info=GetCubeInfo();
+ if (cube_info == (CubeInfo *) NULL)
{
- histogram_image=DestroyImage(histogram_image);
- ThrowWriterException(ResourceLimitError,"MemoryAllocationFailed");
+ (void) ThrowMagickException(exception,GetMagickModule(),
+ ResourceLimitError,"MemoryAllocationFailed","`%s'",image->filename);
+ return(MagickFalse);
}
- /*
- Initialize histogram count arrays.
- */
- channel=image_info->channel;
- (void) ResetMagickMemory(histogram,0,length*sizeof(*histogram));
+ GetMagickPixelPacket(image,&pixel);
+ GetMagickPixelPacket(image,&target);
+ image_view=AcquireCacheView(image);
for (y=0; y < (long) image->rows; y++)
{
- p=GetVirtualPixels(image,0,y,image->columns,1,&image->exception);
+ p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception);
if (p == (const PixelPacket *) NULL)
break;
+ indexes=GetCacheViewVirtualIndexQueue(image_view);
for (x=0; x < (long) image->columns; x++)
{
- if ((channel & RedChannel) != 0)
- histogram[ScaleQuantumToChar(GetRedPixelComponent(p))].red++;
- if ((channel & GreenChannel) != 0)
- histogram[ScaleQuantumToChar(GetGreenPixelComponent(p))].green++;
- if ((channel & BlueChannel) != 0)
- histogram[ScaleQuantumToChar(GetBluePixelComponent(p))].blue++;
+ /*
+ Start at the root and proceed level by level.
+ */
+ node_info=cube_info->root;
+ index=MaxTreeDepth-1;
+ for (level=1; level < MaxTreeDepth; level++)
+ {
+ SetMagickPixelPacket(image,p,indexes+x,&pixel);
+ id=ColorToNodeId(image,&pixel,index);
+ if (node_info->child[id] == (NodeInfo *) NULL)
+ {
+ node_info->child[id]=GetNodeInfo(cube_info,level);
+ if (node_info->child[id] == (NodeInfo *) NULL)
+ {
+ (void) ThrowMagickException(exception,GetMagickModule(),
+ ResourceLimitError,"MemoryAllocationFailed","`%s'",
+ image->filename);
+ break;
+ }
+ }
+ node_info=node_info->child[id];
+ index--;
+ }
+ if (level < MaxTreeDepth)
+ break;
+ for (i=0; i < (long) node_info->number_unique; i++)
+ {
+ SetMagickPixelPacket(image,&node_info->list[i].pixel,
+ &node_info->list[i].index,&target);
+ if (IsMagickColorEqual(&pixel,&target) != MagickFalse)
+ break;
+ }
+ if (i < (long) node_info->number_unique)
+ node_info->list[i].count++;
+ else
+ {
+ /*
+ Add this unique color to the color list.
+ */
+ if (node_info->number_unique == 0)
+ node_info->list=(ColorPacket *) AcquireMagickMemory(
+ sizeof(*node_info->list));
+ else
+ node_info->list=(ColorPacket *) ResizeQuantumMemory(node_info->list,
+ (size_t) (i+1),sizeof(*node_info->list));
+ if (node_info->list == (ColorPacket *) NULL)
+ {
+ (void) ThrowMagickException(exception,GetMagickModule(),
+ ResourceLimitError,"MemoryAllocationFailed","`%s'",
+ image->filename);
+ break;
+ }
+ node_info->list[i].pixel=(*p);
+ if ((image->colorspace == CMYKColorspace) ||
+ (image->storage_class == PseudoClass))
+ node_info->list[i].index=indexes[x];
+ node_info->list[i].count=1;
+ node_info->number_unique++;
+ cube_info->colors++;
+ if (cube_info->colors > MaximumUniqueColors)
+ break;
+ }
p++;
}
+ if (x < (long) image->columns)
+ break;
}
- maximum=histogram[0].red;
- for (x=0; x < (long) histogram_image->columns; x++)
- {
- if (((channel & RedChannel) != 0) && (maximum < histogram[x].red))
- maximum=histogram[x].red;
- if (((channel & GreenChannel) != 0) && (maximum < histogram[x].green))
- maximum=histogram[x].green;
- if (((channel & BlueChannel) != 0) && (maximum < histogram[x].blue))
- maximum=histogram[x].blue;
- }
- scale=(MagickRealType) histogram_image->rows/maximum;
+ image_view=DestroyCacheView(image_view);
+ cube_info=DestroyCubeInfo(image,cube_info);
+ return(y < (long) image->rows ? MagickFalse : MagickTrue);
+}
+\f
+/*
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% %
+% %
+% %
+% I s P a l e t t e I m a g e %
+% %
+% %
+% %
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%
+% IsPaletteImage() returns MagickTrue if the image is PseudoClass and has 256
+% unique colors or less.
+%
+% The format of the IsPaletteImage method is:
+%
+% MagickBooleanType IsPaletteImage(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 MagickBooleanType IsPaletteImage(const Image *image,
+ ExceptionInfo *exception)
+{
+ CacheView
+ *image_view;
+
+ CubeInfo
+ *cube_info;
+
+ long
+ y;
+
+ MagickPixelPacket
+ pixel,
+ target;
+
+ register const IndexPacket
+ *indexes;
+
+ register const PixelPacket
+ *p;
+
+ register long
+ x;
+
+ register NodeInfo
+ *node_info;
+
+ register long
+ i;
+
+ unsigned long
+ id,
+ index,
+ level;
+
+ assert(image != (Image *) NULL);
+ assert(image->signature == MagickSignature);
+ if (image->debug != MagickFalse)
+ (void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
+ if ((image->storage_class == PseudoClass) && (image->colors <= 256))
+ return(MagickTrue);
+ if (image->storage_class == PseudoClass)
+ return(MagickFalse);
/*
- Initialize histogram image.
+ Initialize color description tree.
*/
- exception=(&image->exception);
- (void) QueryColorDatabase("#000000",&histogram_image->background_color,
- &image->exception);
- (void) SetImageBackgroundColor(histogram_image);
- for (x=0; x < (long) histogram_image->columns; x++)
+ cube_info=GetCubeInfo();
+ if (cube_info == (CubeInfo *) NULL)
+ {
+ (void) ThrowMagickException(exception,GetMagickModule(),
+ ResourceLimitError,"MemoryAllocationFailed","`%s'",image->filename);
+ return(MagickFalse);
+ }
+ GetMagickPixelPacket(image,&pixel);
+ GetMagickPixelPacket(image,&target);
+ image_view=AcquireCacheView(image);
+ for (y=0; y < (long) image->rows; y++)
{
- q=GetAuthenticPixels(histogram_image,x,0,1,histogram_image->rows,exception);
- if (q == (PixelPacket *) NULL)
+ p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception);
+ if (p == (const PixelPacket *) NULL)
break;
- if ((channel & RedChannel) != 0)
+ indexes=GetCacheViewVirtualIndexQueue(image_view);
+ for (x=0; x < (long) image->columns; x++)
+ {
+ /*
+ Start at the root and proceed level by level.
+ */
+ node_info=cube_info->root;
+ index=MaxTreeDepth-1;
+ for (level=1; level < MaxTreeDepth; level++)
{
- y=(long) ceil(histogram_image->rows-scale*histogram[x].red-0.5);
- r=q+y;
- for ( ; y < (long) histogram_image->rows; y++)
- {
- r->red=(Quantum) QuantumRange;
- r++;
- }
+ SetMagickPixelPacket(image,p,indexes+x,&pixel);
+ id=ColorToNodeId(image,&pixel,index);
+ if (node_info->child[id] == (NodeInfo *) NULL)
+ {
+ node_info->child[id]=GetNodeInfo(cube_info,level);
+ if (node_info->child[id] == (NodeInfo *) NULL)
+ {
+ (void) ThrowMagickException(exception,GetMagickModule(),
+ ResourceLimitError,"MemoryAllocationFailed","`%s'",
+ image->filename);
+ break;
+ }
+ }
+ node_info=node_info->child[id];
+ index--;
}
- if ((channel & GreenChannel) != 0)
+ if (level < MaxTreeDepth)
+ break;
+ for (i=0; i < (long) node_info->number_unique; i++)
{
- y=(long) ceil(histogram_image->rows-scale*histogram[x].green-0.5);
- r=q+y;
- for ( ; y < (long) histogram_image->rows; y++)
+ SetMagickPixelPacket(image,&node_info->list[i].pixel,
+ &node_info->list[i].index,&target);
+ if (IsMagickColorEqual(&pixel,&target) != MagickFalse)
+ break;
+ }
+ if (i < (long) node_info->number_unique)
+ node_info->list[i].count++;
+ else
{
- r->green=(Quantum) QuantumRange;
- r++;
+ /*
+ Add this unique color to the color list.
+ */
+ if (node_info->number_unique == 0)
+ node_info->list=(ColorPacket *) AcquireMagickMemory(
+ sizeof(*node_info->list));
+ else
+ node_info->list=(ColorPacket *) ResizeQuantumMemory(node_info->list,
+ (size_t) (i+1),sizeof(*node_info->list));
+ if (node_info->list == (ColorPacket *) NULL)
+ {
+ (void) ThrowMagickException(exception,GetMagickModule(),
+ ResourceLimitError,"MemoryAllocationFailed","`%s'",
+ image->filename);
+ break;
+ }
+ node_info->list[i].pixel=(*p);
+ if ((image->colorspace == CMYKColorspace) ||
+ (image->storage_class == PseudoClass))
+ node_info->list[i].index=indexes[x];
+ node_info->list[i].count=1;
+ node_info->number_unique++;
+ cube_info->colors++;
+ if (cube_info->colors > 256)
+ break;
}
+ p++;
+ }
+ if (x < (long) image->columns)
+ break;
+ }
+ image_view=DestroyCacheView(image_view);
+ cube_info=DestroyCubeInfo(image,cube_info);
+ return(y < (long) image->rows ? MagickFalse : MagickTrue);
+}
+\f
+/*
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% %
+% %
+% %
+% M i n M a x S t r e t c h I m a g e %
+% %
+% %
+% %
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%
+% MinMaxStretchImage() uses the exact minimum and maximum values found in
+% each of the channels given, as the BlackPoint and WhitePoint to linearly
+% stretch the colors (and histogram) of the image. The stretch points are
+% also moved further inward by the adjustment values given.
+%
+% If the adjustment values are both zero this function is equivelent to a
+% perfect normalization (or autolevel) of the image.
+%
+% Each channel is stretched independantally of each other (producing color
+% distortion) unless the special 'SyncChannels' flag is also provided in the
+% channels setting. If this flag is present the minimum and maximum point
+% will be extracted from all the given channels, and those channels will be
+% stretched by exactly the same amount (preventing color distortion).
+%
+% In the special case that only ONE value is found in a channel of the image
+% that value is not stretched, that value is left as is.
+%
+% The 'SyncChannels' is turned on in the 'DefaultChannels' setting by
+% default.
+%
+% The format of the MinMaxStretchImage method is:
+%
+% MagickBooleanType MinMaxStretchImage(Image *image,
+% const ChannelType channel, const double black_adjust,
+% const double white_adjust)
+%
+% A description of each parameter follows:
+%
+% o image: The image to auto-level
+%
+% o channel: The channels to auto-level. If the special 'SyncChannels'
+% flag is set, all the given channels are stretched by the same amount.
+%
+% o black_adjust, white_adjust: Move the Black/White Point inward
+% from the minimum and maximum points by this color value.
+%
+*/
+
+MagickExport MagickBooleanType MinMaxStretchImage(Image *image,
+ const ChannelType channel,const double black_value,const double white_value)
+{
+ double
+ min,max;
+
+ MagickStatusType
+ status;
+
+ status=MagickTrue;
+ if ((channel & SyncChannels) != 0)
+ {
+ /*
+ Auto-level all channels equally.
+ */
+ (void) GetImageChannelRange(image,channel,&min,&max,&image->exception);
+ min+=black_value;
+ max-=white_value;
+ if ( fabs(min-max) >= MagickEpsilon )
+ status = LevelImageChannel(image,channel,min,max,1.0);
+ return(status);
+ }
+ /*
+ Auto-level each channel separately.
+ */
+ if ((channel & RedChannel) != 0)
+ {
+ (void) GetImageChannelRange(image,RedChannel,&min,&max,&image->exception);
+ min+=black_value;
+ max-=white_value;
+ if ( fabs(min-max) >= MagickEpsilon )
+ status&=LevelImageChannel(image,RedChannel,min,max,1.0);
+ }
+ if ((channel & GreenChannel) != 0)
+ {
+ (void) GetImageChannelRange(image,GreenChannel,&min,&max,
+ &image->exception);
+ min+=black_value;
+ max-=white_value;
+ if ( fabs(min-max) >= MagickEpsilon )
+ status&=LevelImageChannel(image,GreenChannel,min,max,1.0);
+ }
+ if ((channel & BlueChannel) != 0)
+ {
+ (void) GetImageChannelRange(image,BlueChannel,&min,&max,
+ &image->exception);
+ min+=black_value;
+ max-=white_value;
+ if ( fabs(min-max) >= MagickEpsilon )
+ status&=LevelImageChannel(image,BlueChannel,min,max,1.0);
+ }
+ if (((channel & OpacityChannel) != 0) &&
+ (image->matte == MagickTrue))
+ {
+ (void) GetImageChannelRange(image,OpacityChannel,&min,&max,
+ &image->exception);
+ min+=black_value;
+ max-=white_value;
+ if ( fabs(min-max) >= MagickEpsilon )
+ status&=LevelImageChannel(image,OpacityChannel,min,max,1.0);
+ }
+ if (((channel & IndexChannel) != 0) &&
+ (image->colorspace == CMYKColorspace))
+ {
+ (void) GetImageChannelRange(image,IndexChannel,&min,&max,
+ &image->exception);
+ min+=black_value;
+ max-=white_value;
+ if ( fabs(min-max) >= MagickEpsilon )
+ status&=LevelImageChannel(image,IndexChannel,min,max,1.0);
+ }
+ return(status);
+}
+\f
+/*
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% %
+% %
+% %
+% G e t N u m b e r C o l o r s %
+% %
+% %
+% %
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%
+% GetNumberColors() returns the number of unique colors in an image.
+%
+% The format of the GetNumberColors method is:
+%
+% unsigned long GetNumberColors(const Image *image,FILE *file,
+% ExceptionInfo *exception)
+%
+% A description of each parameter follows.
+%
+% o image: the image.
+%
+% o file: Write a histogram of the color distribution to this file handle.
+%
+% o exception: return any errors or warnings in this structure.
+%
+*/
+
+#if defined(__cplusplus) || defined(c_plusplus)
+extern "C" {
+#endif
+
+static int HistogramCompare(const void *x,const void *y)
+{
+ const ColorPacket
+ *color_1,
+ *color_2;
+
+ color_1=(const ColorPacket *) x;
+ color_2=(const ColorPacket *) y;
+ if (color_2->pixel.red != color_1->pixel.red)
+ return((int) color_1->pixel.red-(int) color_2->pixel.red);
+ if (color_2->pixel.green != color_1->pixel.green)
+ return((int) color_1->pixel.green-(int) color_2->pixel.green);
+ if (color_2->pixel.blue != color_1->pixel.blue)
+ return((int) color_1->pixel.blue-(int) color_2->pixel.blue);
+ return((int) color_2->count-(int) color_1->count);
+}
+
+#if defined(__cplusplus) || defined(c_plusplus)
+}
+#endif
+
+MagickExport unsigned long GetNumberColors(const Image *image,FILE *file,
+ ExceptionInfo *exception)
+{
+#define HistogramImageTag "Histogram/Image"
+
+ char
+ color[MaxTextExtent],
+ hex[MaxTextExtent],
+ tuple[MaxTextExtent];
+
+ ColorPacket
+ *histogram;
+
+ MagickBooleanType
+ status;
+
+ MagickPixelPacket
+ pixel;
+
+ register ColorPacket
+ *p;
+
+ register long
+ i;
+
+ unsigned long
+ number_colors;
+
+ number_colors=0;
+ if (file == (FILE *) NULL)
+ {
+ CubeInfo
+ *cube_info;
+
+ cube_info=ClassifyImageColors(image,exception);
+ if (cube_info != (CubeInfo *) NULL)
+ number_colors=cube_info->colors;
+ cube_info=DestroyCubeInfo(image,cube_info);
+ return(number_colors);
+ }
+ histogram=GetImageHistogram(image,&number_colors,exception);
+ if (histogram == (ColorPacket *) NULL)
+ return(number_colors);
+ qsort((void *) histogram,(size_t) number_colors,sizeof(*histogram),
+ HistogramCompare);
+ GetMagickPixelPacket(image,&pixel);
+ p=histogram;
+ for (i=0; i < (long) number_colors; i++)
+ {
+ SetMagickPixelPacket(image,&p->pixel,&p->index,&pixel);
+ (void) CopyMagickString(tuple,"(",MaxTextExtent);
+ ConcatenateColorComponent(&pixel,RedChannel,X11Compliance,tuple);
+ (void) ConcatenateMagickString(tuple,",",MaxTextExtent);
+ ConcatenateColorComponent(&pixel,GreenChannel,X11Compliance,tuple);
+ (void) ConcatenateMagickString(tuple,",",MaxTextExtent);
+ ConcatenateColorComponent(&pixel,BlueChannel,X11Compliance,tuple);
+ if (pixel.colorspace == CMYKColorspace)
+ {
+ (void) ConcatenateMagickString(tuple,",",MaxTextExtent);
+ ConcatenateColorComponent(&pixel,IndexChannel,X11Compliance,tuple);
}
- if ((channel & BlueChannel) != 0)
+ if (pixel.matte != MagickFalse)
{
- y=(long) ceil(histogram_image->rows-scale*histogram[x].blue-0.5);
- r=q+y;
- for ( ; y < (long) histogram_image->rows; y++)
- {
- r->blue=(Quantum) QuantumRange;
- r++;
- }
+ (void) ConcatenateMagickString(tuple,",",MaxTextExtent);
+ ConcatenateColorComponent(&pixel,OpacityChannel,X11Compliance,tuple);
}
- if (SyncAuthenticPixels(histogram_image,exception) == MagickFalse)
- break;
- status=SetImageProgress(image,SaveImageTag,y,histogram_image->rows);
- if (status == MagickFalse)
- break;
+ (void) ConcatenateMagickString(tuple,")",MaxTextExtent);
+ (void) QueryMagickColorname(image,&pixel,SVGCompliance,color,exception);
+ GetColorTuple(&pixel,MagickTrue,hex);
+ (void) fprintf(file,MagickSizeFormat,p->count);
+ (void) fprintf(file,": %s %s %s\n",tuple,hex,color);
+ if (image->progress_monitor != (MagickProgressMonitor) NULL)
+ {
+ MagickBooleanType
+ proceed;
+
+ proceed=SetImageProgress(image,HistogramImageTag,i,number_colors);
+ if (proceed == MagickFalse)
+ status=MagickFalse;
+ }
+ p++;
}
+ (void) fflush(file);
+ histogram=(ColorPacket *) RelinquishMagickMemory(histogram);
+ return(number_colors);
+}
+\f
+/*
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% %
+% %
+% %
+% U n i q u e I m a g e C o l o r s %
+% %
+% %
+% %
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%
+% UniqueImageColors() returns the unique colors of an image.
+%
+% The format of the UniqueImageColors method is:
+%
+% Image *UniqueImageColors(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.
+%
+*/
+
+static void UniqueColorsToImage(Image *image,CubeInfo *cube_info,
+ const NodeInfo *node_info,ExceptionInfo *exception)
+{
+#define UniqueColorsImageTag "UniqueColors/Image"
+
+ MagickBooleanType
+ status;
+
+ register long
+ i;
+
+ unsigned long
+ number_children;
+
/*
- Relinquish resources.
+ Traverse any children.
*/
- histogram=(MagickPixelPacket *) RelinquishMagickMemory(histogram);
- file=(FILE *) NULL;
- unique_file=AcquireUniqueFileResource(filename);
- if (unique_file != -1)
- file=fdopen(unique_file,"wb");
- if ((unique_file != -1) && (file != (FILE *) NULL))
+ number_children=image->matte == MagickFalse ? 8UL : 16UL;
+ for (i=0; i < (long) number_children; i++)
+ if (node_info->child[i] != (NodeInfo *) NULL)
+ UniqueColorsToImage(image,cube_info,node_info->child[i],exception);
+ if (node_info->level == (MaxTreeDepth-1))
{
- char
- *property;
+ register ColorPacket
+ *p;
- /*
- Add a histogram as an image comment.
- */
- (void) GetNumberColors(image,file,&image->exception);
- (void) fclose(file);
- property=FileToString(filename,~0UL,&image->exception);
- if (property != (char *) NULL)
+ register IndexPacket
+ *restrict indexes;
+
+ register PixelPacket
+ *restrict q;
+
+ p=node_info->list;
+ for (i=0; i < (long) node_info->number_unique; i++)
+ {
+ q=QueueAuthenticPixels(image,cube_info->x,0,1,1,exception);
+ if (q == (PixelPacket *) NULL)
+ continue;
+ indexes=GetAuthenticIndexQueue(image);
+ *q=p->pixel;
+ if (image->colorspace == CMYKColorspace)
+ *indexes=p->index;
+ if (SyncAuthenticPixels(image,exception) == MagickFalse)
+ break;
+ cube_info->x++;
+ p++;
+ }
+ if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
- (void) SetImageProperty(histogram_image,"comment",property);
- property=DestroyString(property);
+ MagickBooleanType
+ proceed;
+
+ proceed=SetImageProgress(image,UniqueColorsImageTag,
+ cube_info->progress,cube_info->colors);
+ if (proceed == MagickFalse)
+ status=MagickFalse;
}
+ cube_info->progress++;
}
- (void) RelinquishUniqueFileResource(filename);
- /*
- Write Histogram image.
- */
- (void) CopyMagickString(histogram_image->filename,image_info->filename,
- MaxTextExtent);
- write_info=CloneImageInfo(image_info);
- (void) SetImageInfo(write_info,1,&image->exception);
- if (LocaleCompare(write_info->magick,"HISTOGRAM") == 0)
- (void) FormatMagickString(histogram_image->filename,MaxTextExtent,
- "miff:%s",write_info->filename);
- status=WriteImage(write_info,histogram_image);
- histogram_image=DestroyImage(histogram_image);
- write_info=DestroyImageInfo(write_info);
- return(status);
+}
+
+MagickExport Image *UniqueImageColors(const Image *image,
+ ExceptionInfo *exception)
+{
+ CubeInfo
+ *cube_info;
+
+ Image
+ *unique_image;
+
+ cube_info=ClassifyImageColors(image,exception);
+ if (cube_info == (CubeInfo *) NULL)
+ return((Image *) NULL);
+ unique_image=CloneImage(image,cube_info->colors,1,MagickTrue,exception);
+ if (unique_image == (Image *) NULL)
+ return(unique_image);
+ if (SetImageStorageClass(unique_image,DirectClass) == MagickFalse)
+ {
+ InheritException(exception,&unique_image->exception);
+ unique_image=DestroyImage(unique_image);
+ return((Image *) NULL);
+ }
+ UniqueColorsToImage(unique_image,cube_info,cube_info->root,exception);
+ if (cube_info->colors < MaxColormapSize)
+ {
+ QuantizeInfo
+ *quantize_info;
+
+ quantize_info=AcquireQuantizeInfo((ImageInfo *) NULL);
+ quantize_info->number_colors=MaxColormapSize;
+ quantize_info->dither=MagickFalse;
+ quantize_info->tree_depth=8;
+ (void) QuantizeImage(quantize_info,unique_image);
+ quantize_info=DestroyQuantizeInfo(quantize_info);
+ }
+ cube_info=DestroyCubeInfo(image,cube_info);
+ return(unique_image);
}