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@@ -15,29 +15,24 @@ Description:
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- <iterations> is the number of iterations for TV denoising (optional, default: 10).
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*/
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#include <iostream>
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#include <gtk/gtk.h>
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#include <opencv2/opencv.hpp>
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#include "tv_denoising.hpp"
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int main(int argc, char** argv)
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{
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// Check if the required arguments are provided
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if (argc < 3)
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{
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std::cerr << "Usage: ./TV_Denoising_CUDA <input_image> <output_image> [<lambda>] [<iterations>]" << std::endl;
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return 1;
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}
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// Global variables for GUI elements
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GtkLabel* originalImageLabel;
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GtkLabel* resultImageLabel;
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GtkEntry* inputImagePathEntry;
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GtkEntry* outputImagePathEntry;
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GtkScale* lambdaScale;
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GtkScale* iterationsScale;
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// Read the input arguments
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std::string inputImagePath = argv[1];
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std::string outputImagePath = argv[2];
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float lambda = 0.02;
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int iterations = 10;
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// Check if optional arguments are provided and update the corresponding variables
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if (argc >= 4)
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lambda = std::stof(argv[3]);
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if (argc >= 5)
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iterations = std::stoi(argv[4]);
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static void updateDenoisedImage(GtkWidget* widget, gpointer data)
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{
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std::string inputImagePath = gtk_entry_get_text(inputImagePathEntry);
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std::string outputImagePath = gtk_entry_get_text(outputImagePathEntry);
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float lambda = gtk_range_get_value(GTK_RANGE(lambdaScale)) / 100.0;
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int iterations = gtk_range_get_value(GTK_RANGE(iterationsScale));
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// Read the input image
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cv::Mat image = cv::imread(inputImagePath, cv::IMREAD_GRAYSCALE);
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@@ -45,17 +40,137 @@ int main(int argc, char** argv)
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// Check if the image was successfully loaded
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if (image.empty())
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{
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std::cerr << "Failed to read the input image." << std::endl;
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return 1;
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GtkWidget* dialog = gtk_message_dialog_new(NULL, GTK_DIALOG_MODAL, GTK_MESSAGE_ERROR, GTK_BUTTONS_OK,
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"Failed to read the input image.");
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gtk_dialog_run(GTK_DIALOG(dialog));
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gtk_widget_destroy(dialog);
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return;
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}
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// Perform TV denoising
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TVDenoising(image, lambda, iterations);
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// Display and save the denoised image
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cv::imshow("Denoised Image", image);
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cv::waitKey(0);
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// Display the denoised image
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GdkPixbuf* pixbuf = gdk_pixbuf_new_from_data(image.data, GDK_COLORSPACE_RGB, FALSE, 8, image.cols, image.rows,
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image.step, NULL, NULL);
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gtk_image_set_from_pixbuf(GTK_IMAGE(resultImageLabel), pixbuf);
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g_object_unref(pixbuf);
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// Save the denoised image
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cv::imwrite(outputImagePath, image);
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}
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static void openInputImage(GtkWidget* widget, gpointer data)
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{
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GtkWidget* dialog = gtk_file_chooser_dialog_new("Select Input Image", GTK_WINDOW(data), GTK_FILE_CHOOSER_ACTION_OPEN,
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"Cancel", GTK_RESPONSE_CANCEL, "Open", GTK_RESPONSE_ACCEPT, NULL);
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if (gtk_dialog_run(GTK_DIALOG(dialog)) == GTK_RESPONSE_ACCEPT)
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{
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char* filename = gtk_file_chooser_get_filename(GTK_FILE_CHOOSER(dialog));
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gtk_entry_set_text(inputImagePathEntry, filename);
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g_free(filename);
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}
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gtk_widget_destroy(dialog);
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}
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static void openOutputImage(GtkWidget* widget, gpointer data)
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{
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GtkWidget* dialog = gtk_file_chooser_dialog_new("Select Output Image", GTK_WINDOW(data), GTK_FILE_CHOOSER_ACTION_SAVE,
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"Cancel", GTK_RESPONSE_CANCEL, "Save", GTK_RESPONSE_ACCEPT, NULL);
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if (gtk_dialog_run(GTK_DIALOG(dialog)) == GTK_RESPONSE_ACCEPT)
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{
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char* filename = gtk_file_chooser_get_filename(GTK_FILE_CHOOSER(dialog));
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gtk_entry_set_text(outputImagePathEntry, filename);
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g_free(filename);
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}
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gtk_widget_destroy(dialog);
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}
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int main(int argc, char** argv)
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{
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// Initialize GTK
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gtk_init(&argc, &argv);
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// Create the main window
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GtkWidget* window = gtk_window_new(GTK_WINDOW_TOPLEVEL);
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gtk_window_set_title(GTK_WINDOW(window), "TV Image Denoising");
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gtk_window_set_default_size(GTK_WINDOW(window), 800, 600);
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g_signal_connect(window, "destroy", G_CALLBACK(gtk_main_quit), NULL);
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// Create the main vertical box layout
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GtkWidget* vbox = gtk_box_new(GTK_ORIENTATION_VERTICAL, 5);
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gtk_container_add(GTK_CONTAINER(window), vbox);
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// Create the original image label
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originalImageLabel = GTK_LABEL(gtk_label_new("Original Image"));
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gtk_box_pack_start(GTK_BOX(vbox), GTK_WIDGET(originalImageLabel), FALSE, FALSE, 0);
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// Create the result image label
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resultImageLabel = GTK_LABEL(gtk_label_new("Result Image"));
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gtk_box_pack_start(GTK_BOX(vbox), GTK_WIDGET(resultImageLabel), FALSE, FALSE, 0);
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// Create the input image path input field
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GtkWidget* inputImageHBox = gtk_box_new(GTK_ORIENTATION_HORIZONTAL, 5);
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gtk_box_pack_start(GTK_BOX(vbox), inputImageHBox, FALSE, FALSE, 0);
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GtkWidget* inputImageLabel = gtk_label_new("Input Image:");
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gtk_box_pack_start(GTK_BOX(inputImageHBox), inputImageLabel, FALSE, FALSE, 0);
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inputImagePathEntry = GTK_ENTRY(gtk_entry_new());
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gtk_box_pack_start(GTK_BOX(inputImageHBox), GTK_WIDGET(inputImagePathEntry), TRUE, TRUE, 0);
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GtkWidget* inputBrowseButton = gtk_button_new_with_label("Browse");
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g_signal_connect(inputBrowseButton, "clicked", G_CALLBACK(openInputImage), window);
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gtk_box_pack_start(GTK_BOX(inputImageHBox), inputBrowseButton, FALSE, FALSE, 0);
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// Create the output image path input field
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GtkWidget* outputImageHBox = gtk_box_new(GTK_ORIENTATION_HORIZONTAL, 5);
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gtk_box_pack_start(GTK_BOX(vbox), outputImageHBox, FALSE, FALSE, 0);
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GtkWidget* outputImageLabel = gtk_label_new("Output Image:");
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gtk_box_pack_start(GTK_BOX(outputImageHBox), outputImageLabel, FALSE, FALSE, 0);
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outputImagePathEntry = GTK_ENTRY(gtk_entry_new());
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gtk_box_pack_start(GTK_BOX(outputImageHBox), GTK_WIDGET(outputImagePathEntry), TRUE, TRUE, 0);
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GtkWidget* outputBrowseButton = gtk_button_new_with_label("Browse");
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g_signal_connect(outputBrowseButton, "clicked", G_CALLBACK(openOutputImage), window);
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gtk_box_pack_start(GTK_BOX(outputImageHBox), outputBrowseButton, FALSE, FALSE, 0);
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// Create the lambda scale
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GtkWidget* lambdaHBox = gtk_box_new(GTK_ORIENTATION_HORIZONTAL, 5);
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gtk_box_pack_start(GTK_BOX(vbox), lambdaHBox, FALSE, FALSE, 0);
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GtkWidget* lambdaLabel = gtk_label_new("Lambda:");
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gtk_box_pack_start(GTK_BOX(lambdaHBox), lambdaLabel, FALSE, FALSE, 0);
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lambdaScale = GTK_SCALE(gtk_scale_new_with_range(GTK_ORIENTATION_HORIZONTAL, 0, 100, 1));
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gtk_scale_set_value_pos(lambdaScale, GTK_POS_RIGHT);
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gtk_scale_set_digits(lambdaScale, 2);
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gtk_box_pack_start(GTK_BOX(lambdaHBox), GTK_WIDGET(lambdaScale), TRUE, TRUE, 0);
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// Create the iterations scale
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GtkWidget* iterationsHBox = gtk_box_new(GTK_ORIENTATION_HORIZONTAL, 5);
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gtk_box_pack_start(GTK_BOX(vbox), iterationsHBox, FALSE, FALSE, 0);
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GtkWidget* iterationsLabel = gtk_label_new("Iterations:");
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gtk_box_pack_start(GTK_BOX(iterationsHBox), iterationsLabel, FALSE, FALSE, 0);
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iterationsScale = GTK_SCALE(gtk_scale_new_with_range(GTK_ORIENTATION_HORIZONTAL, 1, 100, 1));
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gtk_scale_set_value_pos(iterationsScale, GTK_POS_RIGHT);
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gtk_scale_set_digits(iterationsScale, 0);
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gtk_box_pack_start(GTK_BOX(iterationsHBox), GTK_WIDGET(iterationsScale), TRUE, TRUE, 0);
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// Create the denoise button
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GtkWidget* denoiseButton = gtk_button_new_with_label("Denoise");
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g_signal_connect(denoiseButton, "clicked", G_CALLBACK(updateDenoisedImage), NULL);
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gtk_box_pack_start(GTK_BOX(vbox), denoiseButton, FALSE, FALSE, 0);
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// Show all widgets
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gtk_widget_show_all(window);
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// Run the GTK main loop
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gtk_main();
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return 0;
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}
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