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[CCV] Added orientation channel to system

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Signed-off-by: Jim Martens <github@2martens.de>
This commit is contained in:
Jim Martens
2017-05-30 17:32:17 +02:00
parent e2a6798472
commit 712246b72a
1 changed files with 17 additions and 5 deletions
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22
ccv/saliency/main.cpp
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@ -1,8 +1,9 @@
#include <cstdio>
#include <opencv2/opencv.hpp> #include <opencv2/opencv.hpp>
#include "includes/lab_pyramid.h" #include "includes/lab_pyramid.h"
#include "includes/fusion.h" #include "includes/fusion.h"
#include "includes/laplacian_pyramid.h"
#include "includes/oriented_pyramid.h"
/** /**
* Entry point of program * Entry point of program
@ -23,25 +24,36 @@ int main(int argc, char** argv) {
int layers = 4; int layers = 4;
float sigma_center = 5; float sigma_center = 5;
float sigma_surround = 9; float sigma_surround = 9;
float sigma_laplacian = 4;
int number_orientations = 4;
// create LAB pyramids // create LAB pyramids
lab_pyramid lab_pyr_center = lab_pyramid(image); lab_pyramid lab_pyr_center = lab_pyramid(image);
lab_pyr_center.create_pyramids(sigma_center, layers); lab_pyr_center.create_pyramids(sigma_center, layers);
lab_pyramid lab_pyr_surround = lab_pyramid(image); lab_pyramid lab_pyr_surround = lab_pyramid(image);
lab_pyr_surround.create_pyramids(sigma_surround, layers); lab_pyr_surround.create_pyramids(sigma_surround, layers);
// create laplacian pyramid
gauss_pyramid c_pyr_L = lab_pyr_center.get_pyramid(lab_pyramid::COLOR_L);
laplacian_pyramid laplacian_pyr = laplacian_pyramid(c_pyr_L, sigma_laplacian);
// create orientation pyramid
oriented_pyramid oriented_pyr = oriented_pyramid(laplacian_pyr, number_orientations);
// create contrast maps // create contrast maps
lab_pyramid::compute_dog(lab_pyr_center, lab_pyr_surround, layers); lab_pyramid::compute_dog(lab_pyr_center, lab_pyr_surround, layers);
// create feature maps // create feature maps
lab_pyramid::compute_feature_maps(); lab_pyramid::compute_feature_maps();
oriented_pyr.compute_feature_maps();
// create conspicuity maps // create conspicuity maps
lab_pyramid::compute_conspicuity_maps(); lab_pyramid::compute_conspicuity_maps();
oriented_pyr.compute_conspicuity_map();
// get conspicuity maps // get conspicuity maps
cv::Mat C_l = lab_pyramid::get_conspicuity_map(lab_pyramid::COLOR_L); std::vector<cv::Mat> conspicuity_maps = std::vector<cv::Mat>();
cv::Mat C_a = lab_pyramid::get_conspicuity_map(lab_pyramid::COLOR_A); conspicuity_maps.push_back(lab_pyramid::get_conspicuity_map(lab_pyramid::COLOR_L));
cv::Mat C_b = lab_pyramid::get_conspicuity_map(lab_pyramid::COLOR_B); conspicuity_maps.push_back(lab_pyramid::get_conspicuity_map(lab_pyramid::COLOR_A));
conspicuity_maps.push_back(lab_pyramid::get_conspicuity_map(lab_pyramid::COLOR_B));
conspicuity_maps.push_back(oriented_pyr.get_conspicuity_map());
// get saliency map // get saliency map
cv::Mat saliency = max_fusion_saliency(C_l, C_a, C_b); cv::Mat saliency = max_fusion_generic(conspicuity_maps);
// convert saliency map to correct output format // convert saliency map to correct output format
cv::Mat output_image; cv::Mat output_image;