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3 Commits

Author SHA1 Message Date
82b6094c1e Switch qt to gtk 2023-06-25 18:15:25 +02:00
7c2cd2fff0 Implement updateDenoisedImage(), call TVdenoising 2023-06-25 16:07:35 +02:00
8b1bec6fa5 Add QT widgets 2023-06-25 16:07:05 +02:00
2 changed files with 216 additions and 91 deletions

View File

@@ -1,14 +1,22 @@
cmake_minimum_required(VERSION 3.18)
project(TV_Denoising_CUDA)
# Find CUDA
enable_language(CUDA)
# Set tool chain
set(VCPKG_DIR "E:/programming/vcpkg")
set(VCPKG_INSTALLED_DIR "${VCPKG_DIR}/installed")
set(CMAKE_TOOLCHAIN_FILE "${VCPKG_DIR}/scripts/buildsystems/vcpkg.cmake" CACHE STRING "Vcpkg toolchain file")
# Find GTK3
find_package(PkgConfig REQUIRED)
pkg_check_modules(GTK3 REQUIRED gtk+-3.0)
# Find OpenCV
set(VCPKG_INSTALLED_DIR "E:/programming/vcpkg/installed")
set(OpenCV_DIR "${VCPKG_INSTALLED_DIR}/x64-windows/share/opencv2")
find_package(OpenCV REQUIRED)
# Find CUDA
enable_language(CUDA)
# Set CUDA flags and properties
set(CUDA_SEPARABLE_COMPILATION ON)
set(CUDA_PROPAGATE_HOST_FLAGS OFF)
@@ -21,10 +29,12 @@ set_source_files_properties(${CUDA_SOURCE_FILES} PROPERTIES CUDA_SOURCE_PROPERTY
file(GLOB CPP_SOURCE_FILES "src/*.cpp")
# Set the include directories
include_directories(${OpenCV_DIR} ${CUDA_INCLUDE_DIRS} "include")
include_directories(${OpenCV_DIR} ${CUDA_INCLUDE_DIRS} ${GTK3_INCLUDE_DIRS} "include")
# Create the executable
add_executable(TV_Denoising_CUDA ${CPP_SOURCE_FILES} ${CUDA_SOURCE_FILES})
# Link CUDA libraries
target_link_libraries(TV_Denoising_CUDA ${CUDA_LIBRARIES})
target_link_libraries(TV_Denoising_CUDA ${CUDA_LIBRARIES} ${GTK3_LIBRARIES})
target_compile_options(TV_Denoising_CUDA PUBLIC ${GTK3_CFLAGS_OTHER})

View File

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