#include #include "fusion.h" int main(int argc, char **argv) { std::vector on_off(10); std::vector off_on(10); for (int i = 0; i < 10; ++i) { std::stringstream ss; ss << i; std::string i_as_str = ss.str(); std::string off_on_filename = "../contrasts/off_on_L_" + i_as_str + ".png"; off_on[i] = cv::imread(off_on_filename.c_str(), CV_LOAD_IMAGE_GRAYSCALE); off_on[i].convertTo(off_on[i], CV_32F); std::string on_off_filename = "../contrasts/on_off_L_" + i_as_str + ".png"; on_off[i] = cv::imread(on_off_filename.c_str(), CV_LOAD_IMAGE_GRAYSCALE); on_off[i].convertTo(on_off[i], CV_32F); /*cv::namedWindow(off_on_filename.c_str(), CV_WINDOW_NORMAL); cv::imshow(off_on_filename.c_str(), off_on[i]); cv::namedWindow(on_off_filename.c_str(), CV_WINDOW_NORMAL); cv::imshow(on_off_filename.c_str(), on_off[i]); cv::waitKey(0); cv::destroyWindow(off_on_filename.c_str()); cv::destroyWindow(on_off_filename.c_str());*/ } cv::Mat feature_map_on_off = (cv::Mat &&) on_off.at(0); cv::Mat feature_map_off_on = (cv::Mat &&) off_on.at(0); cv::Size original_size_on_off = feature_map_on_off.size(); cv::Size original_size_off_on = feature_map_off_on.size(); for (unsigned long i = 1; i < 10; i++) { cv::Mat resized_image; cv::resize(on_off.at(i), resized_image, original_size_on_off, 0, 0, cv::INTER_CUBIC); feature_map_on_off += resized_image; cv::resize(off_on.at(i), resized_image, original_size_off_on, 0, 0, cv::INTER_CUBIC); feature_map_off_on += resized_image; } cv::Mat f_on_off_norm; cv::normalize(feature_map_on_off, f_on_off_norm, 0, 1, cv::NORM_MINMAX, -1); cv::namedWindow("F on off", CV_WINDOW_NORMAL); cv::imshow("F on off", f_on_off_norm); cv::Mat f_off_on_norm; cv::normalize(feature_map_off_on, f_off_on_norm, 0, 1, cv::NORM_MINMAX, -1); cv::namedWindow("F off on", CV_WINDOW_NORMAL); cv::imshow("F off on", f_off_on_norm); cv::waitKey(0); cv::destroyAllWindows(); cv::Mat C_l_mean = mean_fusion(feature_map_on_off, feature_map_off_on); cv::Mat C_l_mean_norm; cv::normalize(C_l_mean, C_l_mean_norm, 0, 1, cv::NORM_MINMAX, -1); cv::namedWindow("C_l_mean", CV_WINDOW_NORMAL); cv::imshow("C_l_mean", C_l_mean_norm); cv::Mat C_l_max = max_fusion(feature_map_on_off, feature_map_off_on); cv::Mat C_l_max_norm; cv::normalize(C_l_max, C_l_max_norm, 0, 1, cv::NORM_MINMAX, -1); cv::namedWindow("C_l_max", CV_WINDOW_NORMAL); cv::imshow("C_l_max", C_l_max_norm); cv::waitKey(0); return 0; }