/* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % AAA N N AAA L Y Y ZZZZZ EEEEE % % A A NN N A A L Y Y ZZ E % % AAAAA N N N AAAAA L Y ZZZ EEE % % A A N NN A A L Y ZZ E % % A A N N A A LLLLL Y ZZZZZ EEEEE % % % % Analyze An Image % % % % Software Design % % Bill Corbis % % December 1998 % % % % % % Copyright 1999-2011 ImageMagick Studio LLC, a non-profit organization % % dedicated to making software imaging solutions freely available. % % % % You may not use this file except in compliance with the License. You may % % obtain a copy of the License at % % % % https://imagemagick.org/script/license.php % % % % Unless required by applicable law or agreed to in writing, software % % distributed under the License is distributed on an "AS IS" BASIS, % % WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. % % See the License for the specific language governing permissions and % % limitations under the License. % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % */ /* Include declarations. */ #include #include #include #include #include #include #include "magick/MagickCore.h" /* %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % % % % % % a n a l y z e I m a g e % % % % % % % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % analyzeImage() computes the brightness and saturation mean, standard % deviation, kurtosis and skewness and stores these values as attributes % of the image. % % The format of the analyzeImage method is: % % size_t analyzeImage(Image *images,const int argc, % char **argv,ExceptionInfo *exception) % % A description of each parameter follows: % % o image: the address of a structure of type Image. % % o argc: Specifies a pointer to an integer describing the number of % elements in the argument vector. % % o argv: Specifies a pointer to a text array containing the command line % arguments. % % o exception: return any errors or warnings in this structure. % */ ModuleExport size_t analyzeImage(Image **images,const int argc, const char **argv,ExceptionInfo *exception) { char text[MaxTextExtent]; double area, brightness, brightness_mean, brightness_standard_deviation, brightness_kurtosis, brightness_skewness, brightness_sum_x, brightness_sum_x2, brightness_sum_x3, brightness_sum_x4, hue, saturation, saturation_mean, saturation_standard_deviation, saturation_kurtosis, saturation_skewness, saturation_sum_x, saturation_sum_x2, saturation_sum_x3, saturation_sum_x4; Image *image; assert(images != (Image **) NULL); assert(*images != (Image *) NULL); assert((*images)->signature == MagickCoreSignature); (void) argc; (void) argv; image=(*images); for ( ; image != (Image *) NULL; image=GetNextImageInList(image)) { CacheView *image_view; MagickBooleanType status; ssize_t y; brightness_sum_x=0.0; brightness_sum_x2=0.0; brightness_sum_x3=0.0; brightness_sum_x4=0.0; brightness_mean=0.0; brightness_standard_deviation=0.0; brightness_kurtosis=0.0; brightness_skewness=0.0; saturation_sum_x=0.0; saturation_sum_x2=0.0; saturation_sum_x3=0.0; saturation_sum_x4=0.0; saturation_mean=0.0; saturation_standard_deviation=0.0; saturation_kurtosis=0.0; saturation_skewness=0.0; area=0.0; status=MagickTrue; image_view=AcquireCacheView(image); #if defined(MAGICKCORE_OPENMP_SUPPORT) #pragma omp parallel for schedule(dynamic,4) shared(status) #endif for (y=0; y < (ssize_t) image->rows; y++) { register const PixelPacket *p; register ssize_t x; if (status == MagickFalse) continue; p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception); if (p == (const PixelPacket *) NULL) { status=MagickFalse; continue; } for (x=0; x < (ssize_t) image->columns; x++) { ConvertRGBToHSB(GetPixelRed(p),GetPixelGreen(p), GetPixelBlue(p),&hue,&saturation,&brightness); brightness*=QuantumRange; brightness_sum_x+=brightness; brightness_sum_x2+=brightness*brightness; brightness_sum_x3+=brightness*brightness*brightness; brightness_sum_x4+=brightness*brightness*brightness*brightness; saturation*=QuantumRange; saturation_sum_x+=saturation; saturation_sum_x2+=saturation*saturation; saturation_sum_x3+=saturation*saturation*saturation; saturation_sum_x4+=saturation*saturation*saturation*saturation; area++; p++; } } image_view=DestroyCacheView(image_view); if (area <= 0.0) break; brightness_mean=brightness_sum_x/area; (void) FormatMagickString(text,MaxTextExtent,"%g",brightness_mean); (void) SetImageProperty(image,"filter:brightness:mean",text); brightness_standard_deviation=sqrt(brightness_sum_x2/area-(brightness_sum_x/ area*brightness_sum_x/area)); (void) FormatMagickString(text,MaxTextExtent,"%g", brightness_standard_deviation); (void) SetImageProperty(image,"filter:brightness:standard-deviation",text); if (brightness_standard_deviation != 0) brightness_kurtosis=(brightness_sum_x4/area-4.0*brightness_mean* brightness_sum_x3/area+6.0*brightness_mean*brightness_mean* brightness_sum_x2/area-3.0*brightness_mean*brightness_mean* brightness_mean*brightness_mean)/(brightness_standard_deviation* brightness_standard_deviation*brightness_standard_deviation* brightness_standard_deviation)-3.0; (void) FormatMagickString(text,MaxTextExtent,"%g",brightness_kurtosis); (void) SetImageProperty(image,"filter:brightness:kurtosis",text); if (brightness_standard_deviation != 0) brightness_skewness=(brightness_sum_x3/area-3.0*brightness_mean* brightness_sum_x2/area+2.0*brightness_mean*brightness_mean* brightness_mean)/(brightness_standard_deviation* brightness_standard_deviation*brightness_standard_deviation); (void) FormatMagickString(text,MaxTextExtent,"%g",brightness_skewness); (void) SetImageProperty(image,"filter:brightness:skewness",text); saturation_mean=saturation_sum_x/area; (void) FormatMagickString(text,MaxTextExtent,"%g",saturation_mean); (void) SetImageProperty(image,"filter:saturation:mean",text); saturation_standard_deviation=sqrt(saturation_sum_x2/area-(saturation_sum_x/ area*saturation_sum_x/area)); (void) FormatMagickString(text,MaxTextExtent,"%g", saturation_standard_deviation); (void) SetImageProperty(image,"filter:saturation:standard-deviation",text); if (saturation_standard_deviation != 0) saturation_kurtosis=(saturation_sum_x4/area-4.0*saturation_mean* saturation_sum_x3/area+6.0*saturation_mean*saturation_mean* saturation_sum_x2/area-3.0*saturation_mean*saturation_mean* saturation_mean*saturation_mean)/(saturation_standard_deviation* saturation_standard_deviation*saturation_standard_deviation* saturation_standard_deviation)-3.0; (void) FormatMagickString(text,MaxTextExtent,"%g",saturation_kurtosis); (void) SetImageProperty(image,"filter:saturation:kurtosis",text); if (saturation_standard_deviation != 0) saturation_skewness=(saturation_sum_x3/area-3.0*saturation_mean* saturation_sum_x2/area+2.0*saturation_mean*saturation_mean* saturation_mean)/(saturation_standard_deviation* saturation_standard_deviation*saturation_standard_deviation); (void) FormatMagickString(text,MaxTextExtent,"%g",saturation_skewness); (void) SetImageProperty(image,"filter:saturation:skewness",text); } return(MagickImageFilterSignature); }