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[CCV] Added ability to compute the DoG

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Signed-off-by: Jim Martens <github@2martens>
This commit is contained in:
Jim Martens
2017-05-02 15:36:13 +02:00
parent 5d78f00735
commit 174f08b711
2 changed files with 71 additions and 0 deletions
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51
ccv/sheet4/lab_pyramid.cpp
View File

@ -33,3 +33,54 @@ gauss_pyramid lab_pyramid::get_pyramid(int channel)
throw std::invalid_argument( "received invalid channel value, use COLOR_L, COLOR_A or COLOR_B" ); throw std::invalid_argument( "received invalid channel value, use COLOR_L, COLOR_A or COLOR_B" );
} }
} }
void static lab_pyramid::compute_dog(lab_pyramid center, lab_pyramid surround, int number_of_layers) {
// L channel
gauss_pyramid center_l = center.get_pyramid(COLOR_L);
gauss_pyramid surround_l = surround.get_pyramid(COLOR_L);
// A channel
gauss_pyramid center_a = center.get_pyramid(COLOR_A);
gauss_pyramid surround_a = surround.get_pyramid(COLOR_A);
// A channel
gauss_pyramid center_b = center.get_pyramid(COLOR_B);
gauss_pyramid surround_b = surround.get_pyramid(COLOR_B);
for (int layer = 0; layer < number_of_layers; layer++) {
// L channel
cv::Mat center_layer_mat = center_l.get(layer);
cv::Mat surround_layer_mat = surround_l.get(layer);
cv::Mat dog_raw = center_layer_mat - surround_layer_mat;
cv::Mat dog_final;
cv::threshold(dog_raw, dog_final, 0, 1, cv::THRESH_TOZERO);
_cs_contrast_l.push_back(dog_final);
dog_raw = surround_layer_mat - center_layer_mat;
cv::threshold(dog_raw, dog_final, 0, 1, cv::THRESH_TOZERO);
_sc_contrast_l.push_back(dog_final);
// A channel
center_layer_mat = center_a.get(layer);
surround_layer_mat = surround_a.get(layer);
dog_raw = center_layer_mat - surround_layer_mat;
cv::threshold(dog_raw, dog_final, 0, 1, cv::THRESH_TOZERO);
_cs_contrast_a.push_back(dog_final);
dog_raw = surround_layer_mat - center_layer_mat;
cv::threshold(dog_raw, dog_final, 0, 1, cv::THRESH_TOZERO);
_sc_contrast_a.push_back(dog_final);
// B channel
center_layer_mat = center_b.get(layer);
surround_layer_mat = surround_b.get(layer);
dog_raw = center_layer_mat - surround_layer_mat;
cv::threshold(dog_raw, dog_final, 0, 1, cv::THRESH_TOZERO);
_cs_contrast_b.push_back(dog_final);
dog_raw = surround_layer_mat - center_layer_mat;
cv::threshold(dog_raw, dog_final, 0, 1, cv::THRESH_TOZERO);
_sc_contrast_b.push_back(dog_final);
}
}
void static lab_pyramid::visualize_dog() {
}

20
ccv/sheet4/lab_pyramid.h
View File

@ -10,6 +10,12 @@ private:
cv::Mat _inputImage_float; cv::Mat _inputImage_float;
cv::Mat _imageChannels[3]; cv::Mat _imageChannels[3];
gauss_pyramid _pyramids[3]; gauss_pyramid _pyramids[3];
static std::vector<cv::Mat> _cs_contrast_l;
static std::vector<cv::Mat> _sc_contrast_l;
static std::vector<cv::Mat> _cs_contrast_a;
static std::vector<cv::Mat> _sc_contrast_a;
static std::vector<cv::Mat> _cs_contrast_b;
static std::vector<cv::Mat> _sc_contrast_b;
public: public:
const static int COLOR_L = 0; const static int COLOR_L = 0;
const static int COLOR_A = 1; const static int COLOR_A = 1;
@ -44,6 +50,20 @@ public:
* @return the gaussian_pyramid for the given channel * @return the gaussian_pyramid for the given channel
*/ */
gauss_pyramid get_pyramid(int channel); gauss_pyramid get_pyramid(int channel);
/**
* Computes the center-surround and surround-center contrasts and stores them for later use.
*
* @param center the center pyramid
* @param surround the surround pyramid
* @param number_of_layers the number of layers used to create the two pyramids
*/
void static compute_dog(lab_pyramid center, lab_pyramid surround, int number_of_layers);
/**
* Visualizes the center-surround and surround-center contrasts. They have to be computed first.
*/
void static visualize_dog();
}; };