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@@ -15,24 +15,35 @@ Description:
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- <iterations> is the number of iterations for TV denoising (optional, default: 10).
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- <iterations> is the number of iterations for TV denoising (optional, default: 10).
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*/
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*/
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#include <iostream>
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#include <iostream>
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#include <gtk/gtk.h>
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#include <QApplication>
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#include <QVBoxLayout>
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#include <QHBoxLayout>
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#include <QLabel>
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#include <QDebug>
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#include <QLineEdit>
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#include <QPushButton>
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#include <QSlider>
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#include <QFileDialog>
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#include <QMessageBox>
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#include <QImageReader>
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#include <QImage>
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#include <opencv2/opencv.hpp>
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#include <opencv2/opencv.hpp>
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#include "tv_denoising.hpp"
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#include "tv_denoising.hpp"
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// Global variables for GUI elements
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// Global variables for GUI elements
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GtkLabel* originalImageLabel;
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QLabel *originalImageLabel;
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GtkLabel* resultImageLabel;
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QLabel *resultImageLabel;
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GtkEntry* inputImagePathEntry;
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QLineEdit *inputImagePathEdit;
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GtkEntry* outputImagePathEntry;
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QLineEdit *outputImagePathEdit;
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GtkScale* lambdaScale;
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QSlider *lambdaSlider;
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GtkScale* iterationsScale;
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QSlider *iterationsSlider;
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static void updateDenoisedImage(GtkWidget* widget, gpointer data)
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void updateDenoisedImage()
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{
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{
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std::string inputImagePath = gtk_entry_get_text(inputImagePathEntry);
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std::string inputImagePath = inputImagePathEdit->text().toStdString();
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std::string outputImagePath = gtk_entry_get_text(outputImagePathEntry);
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std::string outputImagePath = outputImagePathEdit->text().toStdString();
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float lambda = gtk_range_get_value(GTK_RANGE(lambdaScale)) / 100.0;
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float lambda = lambdaSlider->value() / 100.0;
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int iterations = gtk_range_get_value(GTK_RANGE(iterationsScale));
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int iterations = iterationsSlider->value();
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// Read the input image
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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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cv::Mat image = cv::imread(inputImagePath, cv::IMREAD_GRAYSCALE);
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@@ -40,10 +51,7 @@ static void updateDenoisedImage(GtkWidget* widget, gpointer data)
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// Check if the image was successfully loaded
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// Check if the image was successfully loaded
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if (image.empty())
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if (image.empty())
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{
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{
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GtkWidget* dialog = gtk_message_dialog_new(NULL, GTK_DIALOG_MODAL, GTK_MESSAGE_ERROR, GTK_BUTTONS_OK,
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QMessageBox::critical(nullptr, "Error", "Failed to read the input image.");
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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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return;
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}
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}
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@@ -51,126 +59,159 @@ static void updateDenoisedImage(GtkWidget* widget, gpointer data)
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TVDenoising(image, lambda, iterations);
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TVDenoising(image, lambda, iterations);
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// Display the denoised image
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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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QImage resultImage(image.data, image.cols, image.rows, QImage::Format_Grayscale8);
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image.step, NULL, NULL);
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resultImageLabel->setPixmap(QPixmap::fromImage(resultImage));
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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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// Save the denoised image
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cv::imwrite(outputImagePath, image);
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cv::imwrite(outputImagePath, image);
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}
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}
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static void openInputImage(GtkWidget* widget, gpointer data)
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void openInputImage()
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{
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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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QString filePath = QFileDialog::getOpenFileName(nullptr, "Select Input Image");
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"Cancel", GTK_RESPONSE_CANCEL, "Open", GTK_RESPONSE_ACCEPT, NULL);
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if (!filePath.isEmpty())
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if (gtk_dialog_run(GTK_DIALOG(dialog)) == GTK_RESPONSE_ACCEPT)
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inputImagePathEdit->setText(filePath);
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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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}
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static void openOutputImage(GtkWidget* widget, gpointer data)
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void openOutputImage()
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{
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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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QString filePath = QFileDialog::getSaveFileName(nullptr, "Select Output Image");
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"Cancel", GTK_RESPONSE_CANCEL, "Save", GTK_RESPONSE_ACCEPT, NULL);
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if (!filePath.isEmpty())
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if (gtk_dialog_run(GTK_DIALOG(dialog)) == GTK_RESPONSE_ACCEPT)
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outputImagePathEdit->setText(filePath);
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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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}
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int main(int argc, char** argv)
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int main(int argc, char **argv)
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{
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{
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// Initialize GTK
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QApplication app(argc, argv);
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gtk_init(&argc, &argv);
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// Create the main window
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// Create the main window
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GtkWidget* window = gtk_window_new(GTK_WINDOW_TOPLEVEL);
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QWidget window;
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gtk_window_set_title(GTK_WINDOW(window), "TV Image Denoising");
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window.setWindowTitle("TV Image Denoising");
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gtk_window_set_default_size(GTK_WINDOW(window), 800, 600);
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window.resize(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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// Create the layout
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GtkWidget* vbox = gtk_box_new(GTK_ORIENTATION_VERTICAL, 5);
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QGridLayout *layout = new QGridLayout(&window);
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gtk_container_add(GTK_CONTAINER(window), vbox);
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// Create the original image label
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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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QLabel *originalImageLabel = new QLabel("Original Image");
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gtk_box_pack_start(GTK_BOX(vbox), GTK_WIDGET(originalImageLabel), FALSE, FALSE, 0);
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layout->addWidget(originalImageLabel, 0, 0, 1, 2); // Row 0, spanning 1 row, 2 columns
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// Create the original image display widget
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QLabel *originalImageDisplay = new QLabel();
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originalImageDisplay->setAlignment(Qt::AlignCenter);
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layout->addWidget(originalImageDisplay, 1, 0, 1, 2); // Row 1, spanning 1 row, 2 columns
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// Create the result image label
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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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QLabel *resultImageLabel = new QLabel("Result Image");
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gtk_box_pack_start(GTK_BOX(vbox), GTK_WIDGET(resultImageLabel), FALSE, FALSE, 0);
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layout->addWidget(resultImageLabel, 0, 2, 1, 2); // Row 0, spanning 1 row, 2 columns
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// Create the result image display widget
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QLabel *resultImageDisplay = new QLabel();
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resultImageDisplay->setAlignment(Qt::AlignCenter);
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layout->addWidget(resultImageDisplay, 1, 2, 1, 2); // Row 1, spanning 1 row, 2 columns
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// Create the input image path input field
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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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QHBoxLayout *inputLayout = new QHBoxLayout;
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gtk_box_pack_start(GTK_BOX(vbox), inputImageHBox, FALSE, FALSE, 0);
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QLabel *inputLabel = new QLabel("Input Image:");
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QLineEdit *inputImagePathEdit = new QLineEdit;
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GtkWidget* inputImageLabel = gtk_label_new("Input Image:");
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QPushButton *inputBrowseButton = new QPushButton("Browse");
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gtk_box_pack_start(GTK_BOX(inputImageHBox), inputImageLabel, FALSE, FALSE, 0);
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QObject::connect(inputBrowseButton, &QPushButton::clicked, openInputImage);
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inputLayout->addWidget(inputLabel);
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inputImagePathEntry = GTK_ENTRY(gtk_entry_new());
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inputLayout->addWidget(inputImagePathEdit);
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gtk_box_pack_start(GTK_BOX(inputImageHBox), GTK_WIDGET(inputImagePathEntry), TRUE, TRUE, 0);
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inputLayout->addWidget(inputBrowseButton);
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layout->addLayout(inputLayout, 2, 0, 1, 4); // Row 2, spanning 1 row, 4 columns
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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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// Create the output image path input field
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GtkWidget* outputImageHBox = gtk_box_new(GTK_ORIENTATION_HORIZONTAL, 5);
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QHBoxLayout *outputLayout = new QHBoxLayout;
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gtk_box_pack_start(GTK_BOX(vbox), outputImageHBox, FALSE, FALSE, 0);
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QLabel *outputLabel = new QLabel("Output Image:");
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QLineEdit *outputImagePathEdit = new QLineEdit;
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QPushButton *outputBrowseButton = new QPushButton("Browse");
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QObject::connect(outputBrowseButton, &QPushButton::clicked, openOutputImage);
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outputLayout->addWidget(outputLabel);
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outputLayout->addWidget(outputImagePathEdit);
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outputLayout->addWidget(outputBrowseButton);
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layout->addLayout(outputLayout, 3, 0, 1, 4); // Row 3, spanning 1 row, 4 columns
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GtkWidget* outputImageLabel = gtk_label_new("Output Image:");
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// Create the lambda slider
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gtk_box_pack_start(GTK_BOX(outputImageHBox), outputImageLabel, FALSE, FALSE, 0);
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QLabel *lambdaLabel = new QLabel("Lambda:");
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QSlider *lambdaSlider = new QSlider(Qt::Horizontal);
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lambdaSlider->setObjectName("LambdaSlider"); // Set object name for styling
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lambdaSlider->setMinimum(0);
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lambdaSlider->setMaximum(100);
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outputImagePathEntry = GTK_ENTRY(gtk_entry_new());
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// Create the iterations slider
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gtk_box_pack_start(GTK_BOX(outputImageHBox), GTK_WIDGET(outputImagePathEntry), TRUE, TRUE, 0);
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QLabel *iterationsLabel = new QLabel("Iterations:");
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QSlider *iterationsSlider = new QSlider(Qt::Horizontal);
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iterationsSlider->setObjectName("IterationsSlider"); // Set object name for styling
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iterationsSlider->setMinimum(1);
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iterationsSlider->setMaximum(100);
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GtkWidget* outputBrowseButton = gtk_button_new_with_label("Browse");
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// Create labels to display slider values
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g_signal_connect(outputBrowseButton, "clicked", G_CALLBACK(openOutputImage), window);
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QLabel *lambdaValueLabel = new QLabel();
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gtk_box_pack_start(GTK_BOX(outputImageHBox), outputBrowseButton, FALSE, FALSE, 0);
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QLabel *iterationsValueLabel = new QLabel();
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// Create the lambda scale
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// Set stylesheet for dark design
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GtkWidget* lambdaHBox = gtk_box_new(GTK_ORIENTATION_HORIZONTAL, 5);
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QString styleSheet = "QLabel { color: white; }" // Set label text color to white
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gtk_box_pack_start(GTK_BOX(vbox), lambdaHBox, FALSE, FALSE, 0);
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"QSlider::groove:horizontal { background-color: #555555; height: 6px; }" // Set groove color and height
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"QSlider::handle:horizontal { background-color: #ffffff; width: 10px; margin: -6px 0; }"; // Set handle color and size
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GtkWidget* lambdaLabel = gtk_label_new("Lambda:");
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lambdaSlider->setStyleSheet(styleSheet);
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gtk_box_pack_start(GTK_BOX(lambdaHBox), lambdaLabel, FALSE, FALSE, 0);
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iterationsSlider->setStyleSheet(styleSheet);
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lambdaScale = GTK_SCALE(gtk_scale_new_with_range(GTK_ORIENTATION_HORIZONTAL, 0, 100, 1));
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// Set size policies for sliders
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gtk_scale_set_value_pos(lambdaScale, GTK_POS_RIGHT);
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lambdaSlider->setSizePolicy(QSizePolicy::Expanding, QSizePolicy::Preferred);
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gtk_scale_set_digits(lambdaScale, 2);
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iterationsSlider->setSizePolicy(QSizePolicy::Expanding, QSizePolicy::Preferred);
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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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// Create the denoise button
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GtkWidget* denoiseButton = gtk_button_new_with_label("Denoise");
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QPushButton *denoiseButton = new QPushButton("Denoise");
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g_signal_connect(denoiseButton, "clicked", G_CALLBACK(updateDenoisedImage), NULL);
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QObject::connect(denoiseButton, &QPushButton::clicked, updateDenoisedImage);
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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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|
|
// Add the lambda slider and its label
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|
|
gtk_widget_show_all(window);
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|
|
layout->addWidget(lambdaLabel, 4, 0); // Row 4, column 0
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layout->addWidget(lambdaSlider, 4, 1); // Row 4, column 1
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layout->addWidget(lambdaValueLabel, 5, 0); // Row 5, column 0
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|
|
// Run the GTK main loop
|
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|
|
// Add the iterations slider and its label
|
|
|
|
gtk_main();
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|
|
layout->addWidget(iterationsLabel, 4, 2); // Row 4, column 2
|
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|
|
layout->addWidget(iterationsSlider, 4, 3); // Row 4, column 3
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|
|
layout->addWidget(iterationsValueLabel, 5, 2); // Row 5, column 2
|
|
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|
|
|
|
|
|
return 0;
|
|
|
|
// Add the denoise button
|
|
|
|
|
|
|
|
layout->addWidget(denoiseButton, 6, 0, 1, 4); // Row 6, spanning 1 row, 4 columns
|
|
|
|
|
|
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|
|
|
|
|
|
QList<QByteArray> supportedFormats = QImageReader::supportedImageFormats();
|
|
|
|
|
|
|
|
qDebug() << "Supported image formats:" << supportedFormats;
|
|
|
|
|
|
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|
|
// Load and display the input image
|
|
|
|
|
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|
|
QString inputImagePath = inputImagePathEdit->text();
|
|
|
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|
|
QImage inputImage(inputImagePath);
|
|
|
|
|
|
|
|
if (inputImage.isNull())
|
|
|
|
|
|
|
|
{
|
|
|
|
|
|
|
|
qDebug() << "Failed to load input image";
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
else
|
|
|
|
|
|
|
|
{
|
|
|
|
|
|
|
|
qDebug() << "Input image loaded successfully";
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
QPixmap inputPixmap = QPixmap::fromImage(inputImage);
|
|
|
|
|
|
|
|
originalImageDisplay->setPixmap(inputPixmap.scaled(originalImageDisplay->size(), Qt::KeepAspectRatio));
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
// Load and display the output image
|
|
|
|
|
|
|
|
QString outputImagePath = outputImagePathEdit->text();
|
|
|
|
|
|
|
|
QImage outputImage(outputImagePath);
|
|
|
|
|
|
|
|
if (outputImage.isNull())
|
|
|
|
|
|
|
|
{
|
|
|
|
|
|
|
|
qDebug() << "Failed to load input image";
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
else
|
|
|
|
|
|
|
|
{
|
|
|
|
|
|
|
|
qDebug() << "Input image loaded successfully";
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
QPixmap outputPixmap = QPixmap::fromImage(outputImage);
|
|
|
|
|
|
|
|
resultImageDisplay->setPixmap(outputPixmap.scaled(resultImageDisplay->size(), Qt::KeepAspectRatio));
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
// Show the main window
|
|
|
|
|
|
|
|
window.show();
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
return app.exec();
|
|
|
|
}
|
|
|
|
}
|