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#include "mainwindow.h"
#include <QVBoxLayout>
#include <QHBoxLayout>
#include <QFileDialog>
#include <QImage>
#include <QPixmap>
#include <QApplication>
MainWindow::MainWindow(QWidget *parent) : QMainWindow(parent) {
QWidget *centralWidget = new QWidget(this);
setCentralWidget(centralWidget);
setWindowTitle("Computer Vision - Hough & Active Contour");
resize(1200, 700);
isDrawing = false;
QVBoxLayout *mainLayout = new QVBoxLayout(centralWidget);
btnOpen = new QPushButton("Upload Image", this);
mainLayout->addWidget(btnOpen);
tabWidget = new QTabWidget(this);
mainLayout->addWidget(tabWidget);
// ==========================================
// Tab 1: Hough Transforms
// ==========================================
QWidget *houghTab = new QWidget();
QHBoxLayout *houghLayout = new QHBoxLayout(houghTab);
// تثبيت عرض اللوحة الشمال عشان نمنع تحرك الشاشة تماماً
QWidget *houghLeftPanel = new QWidget();
houghLeftPanel->setFixedWidth(350);
QVBoxLayout *houghControls = new QVBoxLayout(houghLeftPanel);
houghControls->setContentsMargins(0, 0, 10, 0);
lblLowThresh = new QLabel("Canny Low Threshold: 30");
lowThreshSlider = new QSlider(Qt::Horizontal); lowThreshSlider->setRange(0, 255); lowThreshSlider->setValue(30);
lblHighThresh = new QLabel("Canny High Threshold: 100");
highThreshSlider = new QSlider(Qt::Horizontal); highThreshSlider->setRange(0, 255); highThreshSlider->setValue(100);
chkLines = new QCheckBox("Detect Lines (Red)"); chkLines->setChecked(true);
lblHoughThresh = new QLabel("Line Threshold: 150");
houghThreshSlider = new QSlider(Qt::Horizontal); houghThreshSlider->setRange(50, 400); houghThreshSlider->setValue(150);
chkCircles = new QCheckBox("Detect Circles (Green)");
lblCircleThresh = new QLabel("Circle Threshold: 90");
circleThreshSlider = new QSlider(Qt::Horizontal); circleThreshSlider->setRange(30, 200); circleThreshSlider->setValue(90);
chkEllipses = new QCheckBox("Detect Ellipses (Cyan)");
lblEllipseThresh = new QLabel("Ellipse Threshold: 60");
ellipseThreshSlider = new QSlider(Qt::Horizontal); ellipseThreshSlider->setRange(20, 150); ellipseThreshSlider->setValue(60);
houghControls->addWidget(new QLabel("<b>Canny Settings:</b>"));
houghControls->addWidget(lblLowThresh); houghControls->addWidget(lowThreshSlider);
houghControls->addWidget(lblHighThresh); houghControls->addWidget(highThreshSlider);
houghControls->addSpacing(15);
houghControls->addWidget(chkLines); houghControls->addWidget(lblHoughThresh); houghControls->addWidget(houghThreshSlider);
houghControls->addSpacing(15);
houghControls->addWidget(chkCircles); houghControls->addWidget(lblCircleThresh); houghControls->addWidget(circleThreshSlider);
houghControls->addSpacing(15);
houghControls->addWidget(chkEllipses); houghControls->addWidget(lblEllipseThresh); houghControls->addWidget(ellipseThreshSlider);
houghControls->addStretch();
imageLabel = new QLabel("Original Image"); imageLabel->setAlignment(Qt::AlignCenter); imageLabel->setStyleSheet("border: 1px solid gray;");
resultLabel = new QLabel("Canny Edges"); resultLabel->setAlignment(Qt::AlignCenter); resultLabel->setStyleSheet("border: 1px solid gray;");
houghLabel = new QLabel("Detected Shapes"); houghLabel->setAlignment(Qt::AlignCenter); houghLabel->setStyleSheet("border: 1px solid gray;");
// حل مشكلة الـ Zoom
imageLabel->setSizePolicy(QSizePolicy::Ignored, QSizePolicy::Ignored); imageLabel->setMinimumSize(200, 200);
resultLabel->setSizePolicy(QSizePolicy::Ignored, QSizePolicy::Ignored); resultLabel->setMinimumSize(200, 200);
houghLabel->setSizePolicy(QSizePolicy::Ignored, QSizePolicy::Ignored); houghLabel->setMinimumSize(200, 200);
QHBoxLayout *houghImages = new QHBoxLayout();
houghImages->addWidget(imageLabel); houghImages->addWidget(resultLabel); houghImages->addWidget(houghLabel);
houghLayout->addWidget(houghLeftPanel);
houghLayout->addLayout(houghImages);
tabWidget->addTab(houghTab, "Hough Transforms");
// ==========================================
// Tab 2: Active Contour (Snake)
// ==========================================
QWidget *snakeTab = new QWidget();
QHBoxLayout *snakeLayout = new QHBoxLayout(snakeTab);
// تثبيت عرض اللوحة الشمال لمنع حركة الشاشة
QWidget *snakeLeftPanel = new QWidget();
snakeLeftPanel->setFixedWidth(350);
QVBoxLayout *snakeControls = new QVBoxLayout(snakeLeftPanel);
snakeControls->setContentsMargins(0, 0, 10, 0);
btnClearSnake = new QPushButton("Clear Initial Shape");
lblAlpha = new QLabel("Alpha (Elasticity): 1.0");
sliderAlpha = new QSlider(Qt::Horizontal); sliderAlpha->setRange(0, 50); sliderAlpha->setValue(10);
lblBeta = new QLabel("Beta (Smoothness): 1.0");
sliderBeta = new QSlider(Qt::Horizontal); sliderBeta->setRange(0, 50); sliderBeta->setValue(10);
lblGamma = new QLabel("Gamma (Edge Pull): 2.0");
sliderGamma = new QSlider(Qt::Horizontal); sliderGamma->setRange(0, 50); sliderGamma->setValue(20);
lblIterations = new QLabel("Iterations: 100");
sliderIterations = new QSlider(Qt::Horizontal); sliderIterations->setRange(0, 500); sliderIterations->setValue(100);
// --- إعدادات المخرجات داخل Container شيك ---
QGroupBox *metricsGroup = new QGroupBox("Contour Metrics");
metricsGroup->setStyleSheet("QGroupBox { border: 1px solid gray; border-radius: 5px; margin-top: 1ex; } QGroupBox::title { subcontrol-origin: margin; left: 10px; padding: 0 3px; font-weight: bold;}");
QVBoxLayout *metricsLayout = new QVBoxLayout(metricsGroup);
lblArea = new QLabel("Area: 0 px²");
lblArea->setStyleSheet("font-weight: bold;");
lblPerimeter = new QLabel("Perimeter: 0 px");
lblPerimeter->setStyleSheet("font-weight: bold;");
lblChainCode = new QLabel("Chain Code: ");
lblChainCode->setStyleSheet("font-weight: bold;");
lblChainCode->setWordWrap(true);
metricsLayout->addWidget(lblArea);
metricsLayout->addWidget(lblPerimeter);
metricsLayout->addWidget(lblChainCode);
snakeControls->addWidget(btnClearSnake);
snakeControls->addSpacing(10);
snakeControls->addWidget(new QLabel("<b>Snake Parameters:</b>"));
snakeControls->addWidget(lblAlpha); snakeControls->addWidget(sliderAlpha);
snakeControls->addWidget(lblBeta); snakeControls->addWidget(sliderBeta);
snakeControls->addWidget(lblGamma); snakeControls->addWidget(sliderGamma);
snakeControls->addSpacing(15);
snakeControls->addWidget(lblIterations); snakeControls->addWidget(sliderIterations);
// إضافة الـ Container للواجهة
snakeControls->addSpacing(20);
snakeControls->addWidget(metricsGroup);
snakeControls->addStretch();
snakeOriginalLabel = new QLabel("Click and Drag to Draw Initial Snake"); snakeOriginalLabel->setAlignment(Qt::AlignCenter); snakeOriginalLabel->setStyleSheet("border: 1px solid gray;");
snakeResultLabel = new QLabel("Final Snake"); snakeResultLabel->setAlignment(Qt::AlignCenter); snakeResultLabel->setStyleSheet("border: 1px solid gray;");
// حل مشكلة الـ Zoom
snakeOriginalLabel->setSizePolicy(QSizePolicy::Ignored, QSizePolicy::Ignored); snakeOriginalLabel->setMinimumSize(200, 200);
snakeResultLabel->setSizePolicy(QSizePolicy::Ignored, QSizePolicy::Ignored); snakeResultLabel->setMinimumSize(200, 200);
snakeOriginalLabel->installEventFilter(this);
QHBoxLayout *snakeImages = new QHBoxLayout();
snakeImages->addWidget(snakeOriginalLabel); snakeImages->addWidget(snakeResultLabel);
snakeLayout->addWidget(snakeLeftPanel);
snakeLayout->addLayout(snakeImages);
tabWidget->addTab(snakeTab, "Active Contour (Snake)");
// ==========================================
// Signals & Slots
// ==========================================
connect(btnOpen, &QPushButton::clicked, this, &MainWindow::openImage);
connect(btnClearSnake, &QPushButton::clicked, this, &MainWindow::clearSnakePoints);
auto updateHough = [this](int){
lblLowThresh->setText(QString("Canny Low Threshold: %1").arg(lowThreshSlider->value()));
lblHighThresh->setText(QString("Canny High Threshold: %1").arg(highThreshSlider->value()));
lblHoughThresh->setText(QString("Line Threshold: %1").arg(houghThreshSlider->value()));
lblCircleThresh->setText(QString("Circle Threshold: %1").arg(circleThreshSlider->value()));
lblEllipseThresh->setText(QString("Ellipse Threshold: %1").arg(ellipseThreshSlider->value()));
processHough();
};
connect(lowThreshSlider, &QSlider::valueChanged, updateHough);
connect(highThreshSlider, &QSlider::valueChanged, updateHough);
connect(houghThreshSlider, &QSlider::valueChanged, updateHough);
connect(circleThreshSlider, &QSlider::valueChanged, updateHough);
connect(ellipseThreshSlider, &QSlider::valueChanged, updateHough);
connect(chkLines, &QCheckBox::toggled, this, &MainWindow::processHough);
connect(chkCircles, &QCheckBox::toggled, this, &MainWindow::processHough);
connect(chkEllipses, &QCheckBox::toggled, this, &MainWindow::processHough);
auto updateSnake = [this](int){
lblAlpha->setText(QString("Alpha: %1").arg(sliderAlpha->value() / 10.0));
lblBeta->setText(QString("Beta: %1").arg(sliderBeta->value() / 10.0));
lblGamma->setText(QString("Gamma: %1").arg(sliderGamma->value() / 10.0));
lblIterations->setText(QString("Iterations: %1").arg(sliderIterations->value()));
processSnake();
};
connect(sliderAlpha, &QSlider::valueChanged, updateSnake);
connect(sliderBeta, &QSlider::valueChanged, updateSnake);
connect(sliderGamma, &QSlider::valueChanged, updateSnake);
connect(sliderIterations, &QSlider::valueChanged, updateSnake);
}
MainWindow::~MainWindow() {}
void MainWindow::openImage() {
QString fileName = QFileDialog::getOpenFileName(this, "Open Image", "", "Images (*.png *.jpg *.jpeg)");
if (!fileName.isEmpty()) {
currentImage = cv::imread(fileName.toStdString());
snakeEnergyMat = activeContour.calculateImageEnergy(currentImage);
clearSnakePoints();
processHough();
}
}
void MainWindow::processHough() {
if (currentImage.empty()) return;
QApplication::setOverrideCursor(Qt::WaitCursor);
cv::Mat gradX, gradY;
currentEdges = cannyDetector.apply(currentImage, lowThreshSlider->value(), highThreshSlider->value(), gradX, gradY);
cv::Mat resultImage;
if (currentImage.channels() == 1) cv::cvtColor(currentImage, resultImage, cv::COLOR_GRAY2BGR);
else resultImage = currentImage.clone();
if (chkLines->isChecked()) {
auto lines = houghLineDetector.detectLines(currentEdges, houghThreshSlider->value());
resultImage = houghLineDetector.drawLines(resultImage, currentEdges, lines);
}
if (chkCircles->isChecked()) {
auto circles = houghCircleDetector.detectCircles(currentEdges, 10, 150, circleThreshSlider->value());
resultImage = houghCircleDetector.drawCircles(resultImage, circles);
}
if (chkEllipses->isChecked()) {
auto ellipses = houghEllipseDetector.detectEllipses(currentEdges, 15, 150, 15, 150, ellipseThreshSlider->value());
resultImage = houghEllipseDetector.drawEllipses(resultImage, ellipses);
}
finalHoughImage = resultImage;
displayMat(currentImage, imageLabel);
displayMat(currentEdges, resultLabel);
displayMat(finalHoughImage, houghLabel);
QApplication::restoreOverrideCursor();
}
// ==========================================
// Mouse Events (Freehand Drawing)
// ==========================================
bool MainWindow::eventFilter(QObject *obj, QEvent *event) {
if (obj == snakeOriginalLabel) {
if (event->type() == QEvent::MouseButtonPress) {
QMouseEvent *mouseEvent = static_cast<QMouseEvent*>(event);
if (mouseEvent->button() == Qt::LeftButton) {
isDrawing = true;
userSnakePoints.clear();
cv::Point pt = mapLabelToImage(mouseEvent->pos(), snakeOriginalLabel, currentImage);
if (pt.x != -1) {
userSnakePoints.push_back(pt);
drawInitialSnake();
}
return true;
}
}
else if (event->type() == QEvent::MouseMove) {
QMouseEvent *mouseEvent = static_cast<QMouseEvent*>(event);
if (isDrawing) {
cv::Point pt = mapLabelToImage(mouseEvent->pos(), snakeOriginalLabel, currentImage);
if (pt.x != -1) {
if (userSnakePoints.empty() || cv::norm(userSnakePoints.back() - pt) > 8) {
userSnakePoints.push_back(pt);
drawInitialSnake();
}
}
return true;
}
}
else if (event->type() == QEvent::MouseButtonRelease) {
QMouseEvent *mouseEvent = static_cast<QMouseEvent*>(event);
if (mouseEvent->button() == Qt::LeftButton && isDrawing) {
isDrawing = false;
drawInitialSnake();
if (userSnakePoints.size() >= 3) {
processSnake();
}
return true;
}
}
}
return QMainWindow::eventFilter(obj, event);
}
cv::Point MainWindow::mapLabelToImage(const QPoint& pos, const QLabel* label, const cv::Mat& img) {
if (img.empty()) return cv::Point(-1, -1);
double labelW = label->width();
double labelH = label->height();
double imgW = img.cols;
double imgH = img.rows;
double scale = std::min(labelW / imgW, labelH / imgH);
double scaledW = imgW * scale;
double scaledH = imgH * scale;
double offsetX = (labelW - scaledW) / 2.0;
double offsetY = (labelH - scaledH) / 2.0;
int imgX = std::round((pos.x() - offsetX) / scale);
int imgY = std::round((pos.y() - offsetY) / scale);
if (imgX >= 0 && imgX < imgW && imgY >= 0 && imgY < imgH) {
return cv::Point(imgX, imgY);
}
return cv::Point(-1, -1);
}
void MainWindow::drawInitialSnake() {
if (currentImage.empty()) return;
cv::Mat initImg;
if (currentImage.channels() == 1) cv::cvtColor(currentImage, initImg, cv::COLOR_GRAY2BGR);
else initImg = currentImage.clone();
// رسم الخط بلون أصفر عشان يكون واضح جداً
for (size_t i = 0; i < userSnakePoints.size(); i++) {
cv::circle(initImg, userSnakePoints[i], 2, cv::Scalar(0, 255, 255), -1);
if (i > 0) {
cv::line(initImg, userSnakePoints[i - 1], userSnakePoints[i], cv::Scalar(0, 255, 255), 2, cv::LINE_AA);
}
}
if (!isDrawing && userSnakePoints.size() >= 3) {
cv::line(initImg, userSnakePoints.back(), userSnakePoints.front(), cv::Scalar(0, 255, 255), 2, cv::LINE_AA);
}
displayMat(initImg, snakeOriginalLabel);
}
void MainWindow::clearSnakePoints() {
userSnakePoints.clear();
drawInitialSnake();
if (!currentImage.empty()) {
finalSnakeImage = currentImage.clone();
displayMat(finalSnakeImage, snakeResultLabel);
}
lblArea->setText("Area: 0 px²");
lblPerimeter->setText("Perimeter: 0 px");
lblChainCode->setText("Chain Code: ");
}
void MainWindow::processSnake() {
if (currentImage.empty() || snakeEnergyMat.empty() || userSnakePoints.size() < 3) return;
float alpha = sliderAlpha->value() / 10.0f;
float beta = sliderBeta->value() / 10.0f;
float gamma = sliderGamma->value() / 10.0f;
int iterations = sliderIterations->value();
std::vector<cv::Point> currentSnake = userSnakePoints;
for (int i = 0; i < iterations; i++) {
activeContour.iterate(currentSnake, snakeEnergyMat, alpha, beta, gamma);
}
// تلوين المخرج النهائي للـ Snake بلون أصفر فاقع عشان يبان بوضوح
finalSnakeImage = activeContour.drawContour(currentImage, currentSnake, cv::Scalar(0, 255, 255));
displayMat(finalSnakeImage, snakeResultLabel);
// --- حساب المساحة والمحيط ---
double area = cv::contourArea(currentSnake);
double perimeter = cv::arcLength(currentSnake, true);
lblArea->setText(QString("Area: %1 px²").arg(area, 0, 'f', 2));
lblPerimeter->setText(QString("Perimeter: %1 px").arg(perimeter, 0, 'f', 2));
// --- حساب الـ Chain Code ---
cv::Mat mask = cv::Mat::zeros(currentImage.size(), CV_8UC1);
std::vector<std::vector<cv::Point>> fillPts = {currentSnake};
cv::fillPoly(mask, fillPts, cv::Scalar(255));
std::vector<std::vector<cv::Point>> denseContours;
cv::findContours(mask, denseContours, cv::RETR_EXTERNAL, cv::CHAIN_APPROX_NONE);
QString chainStr = "Chain Code: ";
if (!denseContours.empty() && denseContours[0].size() > 0) {
std::string code = "";
const auto& c = denseContours[0];
for (size_t i = 0; i < c.size(); i++) {
cv::Point p1 = c[i];
cv::Point p2 = c[(i + 1) % c.size()];
int dx = p2.x - p1.x;
int dy = p2.y - p1.y;
if (dx > 0 && dy == 0) code += "0";
else if (dx > 0 && dy < 0) code += "1";
else if (dx == 0 && dy < 0) code += "2";
else if (dx < 0 && dy < 0) code += "3";
else if (dx < 0 && dy == 0) code += "4";
else if (dx < 0 && dy > 0) code += "5";
else if (dx == 0 && dy > 0) code += "6";
else if (dx > 0 && dy > 0) code += "7";
}
if (code.length() > 60) {
chainStr += QString::fromStdString(code.substr(0, 60)) + " ...";
} else {
chainStr += QString::fromStdString(code);
}
}
lblChainCode->setText(chainStr);
}
// ==========================================
// Display & Resize
// ==========================================
void MainWindow::resizeEvent(QResizeEvent *event) {
QMainWindow::resizeEvent(event);
if (!currentImage.empty()) {
displayMat(currentImage, imageLabel);
displayMat(currentEdges, resultLabel);
displayMat(finalHoughImage, houghLabel);
drawInitialSnake();
if (!finalSnakeImage.empty()) displayMat(finalSnakeImage, snakeResultLabel);
}
}
void MainWindow::displayMat(const cv::Mat& mat, QLabel* label) {
if (mat.empty() || label->width() <= 0 || label->height() <= 0) return;
QImage qimg;
cv::Mat rgbMat;
if (mat.channels() == 1) cv::cvtColor(mat, rgbMat, cv::COLOR_GRAY2RGB);
else cv::cvtColor(mat, rgbMat, cv::COLOR_BGR2RGB);
qimg = QImage((const unsigned char*)(rgbMat.data), rgbMat.cols, rgbMat.rows, rgbMat.step, QImage::Format_RGB888);
label->setPixmap(QPixmap::fromImage(qimg).scaled(label->size(), Qt::KeepAspectRatio, Qt::SmoothTransformation));
}