diff --git a/doc/tutorials/imgproc/histograms/histogram_comparison/histogram_comparison.rst b/doc/tutorials/imgproc/histograms/histogram_comparison/histogram_comparison.rst index 1a5c59de07..f5f636d08b 100644 --- a/doc/tutorials/imgproc/histograms/histogram_comparison/histogram_comparison.rst +++ b/doc/tutorials/imgproc/histograms/histogram_comparison/histogram_comparison.rst @@ -84,88 +84,10 @@ Code * **Code at glance:** -.. code-block:: cpp +.. literalinclude:: ../../../../../samples/cpp/tutorial_code/Histograms_Matching/compareHist_Demo.cpp + :language: cpp + :tab-width: 4 - #include "opencv2/highgui/highgui.hpp" - #include "opencv2/imgproc/imgproc.hpp" - #include - #include - - using namespace std; - using namespace cv; - - /** @function main */ - int main( int argc, char** argv ) - { - Mat src_base, hsv_base; - Mat src_test1, hsv_test1; - Mat src_test2, hsv_test2; - Mat hsv_half_down; - - /// Load three images with different environment settings - if( argc < 4 ) - { printf("** Error. Usage: ./compareHist_Demo \n"); - return -1; - } - - src_base = imread( argv[1], 1 ); - src_test1 = imread( argv[2], 1 ); - src_test2 = imread( argv[3], 1 ); - - /// Convert to HSV - cvtColor( src_base, hsv_base, CV_BGR2HSV ); - cvtColor( src_test1, hsv_test1, CV_BGR2HSV ); - cvtColor( src_test2, hsv_test2, CV_BGR2HSV ); - - hsv_half_down = hsv_base( Range( hsv_base.rows/2, hsv_base.rows - 1 ), Range( 0, hsv_base.cols - 1 ) ); - - /// Using 30 bins for hue and 32 for saturation - int h_bins = 50; int s_bins = 60; - int histSize[] = { h_bins, s_bins }; - - // hue varies from 0 to 256, saturation from 0 to 180 - float h_ranges[] = { 0, 256 }; - float s_ranges[] = { 0, 180 }; - - const float* ranges[] = { h_ranges, s_ranges }; - - // Use the o-th and 1-st channels - int channels[] = { 0, 1 }; - - /// Histograms - MatND hist_base; - MatND hist_half_down; - MatND hist_test1; - MatND hist_test2; - - /// Calculate the histograms for the HSV images - calcHist( &hsv_base, 1, channels, Mat(), hist_base, 2, histSize, ranges, true, false ); - normalize( hist_base, hist_base, 0, 1, NORM_MINMAX, -1, Mat() ); - - calcHist( &hsv_half_down, 1, channels, Mat(), hist_half_down, 2, histSize, ranges, true, false ); - normalize( hist_half_down, hist_half_down, 0, 1, NORM_MINMAX, -1, Mat() ); - - calcHist( &hsv_test1, 1, channels, Mat(), hist_test1, 2, histSize, ranges, true, false ); - normalize( hist_test1, hist_test1, 0, 1, NORM_MINMAX, -1, Mat() ); - - calcHist( &hsv_test2, 1, channels, Mat(), hist_test2, 2, histSize, ranges, true, false ); - normalize( hist_test2, hist_test2, 0, 1, NORM_MINMAX, -1, Mat() ); - - /// Apply the histogram comparison methods - for( int i = 0; i < 4; i++ ) - { int compare_method = i; - double base_base = compareHist( hist_base, hist_base, compare_method ); - double base_half = compareHist( hist_base, hist_half_down, compare_method ); - double base_test1 = compareHist( hist_base, hist_test1, compare_method ); - double base_test2 = compareHist( hist_base, hist_test2, compare_method ); - - printf( " Method [%d] Perfect, Base-Half, Base-Test(1), Base-Test(2) : %f, %f, %f, %f \n", i, base_base, base_half , base_test1, base_test2 ); - } - - printf( "Done \n" ); - - return 0; - } Explanation @@ -211,11 +133,11 @@ Explanation .. code-block:: cpp - int h_bins = 50; int s_bins = 32; + int h_bins = 50; int s_bins = 60; int histSize[] = { h_bins, s_bins }; - float h_ranges[] = { 0, 256 }; - float s_ranges[] = { 0, 180 }; + float h_ranges[] = { 0, 180 }; + float s_ranges[] = { 0, 256 }; const float* ranges[] = { h_ranges, s_ranges }; diff --git a/samples/cpp/tutorial_code/Histograms_Matching/compareHist_Demo.cpp b/samples/cpp/tutorial_code/Histograms_Matching/compareHist_Demo.cpp index f4dd4e5e4e..424a38e93a 100644 --- a/samples/cpp/tutorial_code/Histograms_Matching/compareHist_Demo.cpp +++ b/samples/cpp/tutorial_code/Histograms_Matching/compareHist_Demo.cpp @@ -40,13 +40,13 @@ int main( int argc, char** argv ) hsv_half_down = hsv_base( Range( hsv_base.rows/2, hsv_base.rows - 1 ), Range( 0, hsv_base.cols - 1 ) ); - /// Using 30 bins for hue and 32 for saturation + /// Using 50 bins for hue and 60 for saturation int h_bins = 50; int s_bins = 60; int histSize[] = { h_bins, s_bins }; - // hue varies from 0 to 256, saturation from 0 to 180 - float s_ranges[] = { 0, 256 }; + // hue varies from 0 to 179, saturation from 0 to 255 float h_ranges[] = { 0, 180 }; + float s_ranges[] = { 0, 256 }; const float* ranges[] = { h_ranges, s_ranges };