From 6f334311c93dc8afbed60b488268ae2c86bc983c Mon Sep 17 00:00:00 2001 From: sbosse Date: Wed, 28 Aug 2024 21:39:35 +0200 Subject: [PATCH] Wed 28 Aug 21:38:52 CEST 2024 --- .../gui/loadScenarioFromImageController.py | 324 ++++++++++++++++++ 1 file changed, 324 insertions(+) create mode 100644 src/SimNDT/gui/loadScenarioFromImageController.py diff --git a/src/SimNDT/gui/loadScenarioFromImageController.py b/src/SimNDT/gui/loadScenarioFromImageController.py new file mode 100644 index 0000000..8b80641 --- /dev/null +++ b/src/SimNDT/gui/loadScenarioFromImageController.py @@ -0,0 +1,324 @@ +__author__ = 'Miguel' + + + + +import os, sys +from PySide.QtCore import * +from PySide.QtGui import * + +from SimNDT.graphics.mplWidget import MplCanvas +from SimNDT.gui.ui_loadimagemainwindow import Ui_LoadImageMainWindow +from SimNDT.gui.Warnings import WarningParms +from SimNDT.gui.constants import * + +import numpy as np +from scipy.misc import imread, imrotate +from scipy.ndimage.filters import median_filter + + + +from scipy.cluster.vq import kmeans2, kmeans +import matplotlib.cm as cm + + +def rgb2gray(rgb): + return np.dot(rgb[...,:3], [0.299, 0.587, 0.144]) + + + +class LoadImageWindowMain(QMainWindow, Ui_LoadImageMainWindow): + + def __init__(self, parent=None): + super(LoadImageWindowMain, self).__init__(parent) + self.setupUi(self) + + self.colormapComboBox = QComboBox() + self.colormapComboBox.addItems(['jet','spectral','other']) + self.colormapComboBox.setEnabled(False) + + self.infoLabel = QLabel("Info") + self.statusLabel = QLabel("Status") + self.moreInfoLabel = QLabel("More Info") + self.toolBar.addWidget(self.colormapComboBox) + self.toolBar.addSeparator() + self.toolBar.addWidget(self.infoLabel) + self.toolBar.addSeparator() + self.toolBar.addWidget(self.statusLabel) + self.toolBar.addSeparator() + self.toolBar.addWidget(self.moreInfoLabel) + + + def setEnabledToolbar(self, state): + + self.actionFlip_Horizontal.setEnabled(state) + self.actionFlip_Vertical.setEnabled(state) + self.actionRotate_90_Clockwise.setEnabled(state) + self.actionRotate_90_Counter_Clockwise.setEnabled(state) + self.actionShow_Original_Image.setEnabled(state) + + + self.numberLabelsLabel.setVisible(state) + self.PixelLabel.setVisible(state) + + + self.getLabeledImagePushButton.setVisible(state) + self.numberLabelsSpinBox.setVisible(state) + self.PixelLineEdit.setVisible(state) + + + +class LoadScenarioFromImage(QDialog): + + + def __init__(self, filename= None, parent=None): + super(LoadScenarioFromImage, self).__init__(parent) + self.init() + self.connectionSetup() + + self.filename = filename + self.imageToDraw = None + self.Pixel = None + + + + + def init(self): + + + + self.mainwindow = LoadImageWindowMain() + self.mainwindow.setEnabledToolbar(False) + + buttonBox = QDialogButtonBox(QDialogButtonBox.Ok | QDialogButtonBox.Cancel) + self.connect(buttonBox, SIGNAL("accepted()"), self, SLOT("accept()")) + self.connect(buttonBox, SIGNAL("rejected()"), self, SLOT("reject()")) + + layout = QVBoxLayout() + layout.addWidget(self.mainwindow) + layout.addWidget(buttonBox) + self.setLayout(layout) + + w = self.mainwindow.imageFrame.width() + h = self.mainwindow.imageFrame.height() + + self.mpl = MplCanvas(width=int(w/100.0), height=int(h/100.0), dpi=100) + self.mpl.ax.axis("off") + + imageLayout = QVBoxLayout() + imageLayout.addWidget(self.mpl) + + self.mainwindow.imageFrame.setLayout(imageLayout) + self.mainwindow.infoLabel.clear() + self.mainwindow.statusLabel.clear() + self.mainwindow.moreInfoLabel.clear() + + + + + def connectionSetup(self): + self.mainwindow.actionOpen_Image.triggered.connect(self.openImage) + self.mainwindow.actionShow_Original_Image.triggered.connect(self.showOriginalImage) + self.mainwindow.actionRotate_90_Clockwise.triggered.connect(self.rotate90ClockWise) + self.mainwindow.actionRotate_90_Counter_Clockwise.triggered.connect(self.rotate90CounterClockWise) + self.mainwindow.actionFlip_Horizontal.triggered.connect(self.flipHorizontal) + self.mainwindow.actionFlip_Vertical.triggered.connect(self.flipVertical) + self.mainwindow.colormapComboBox.currentIndexChanged.connect(self.changeColormap) + self.mainwindow.getLabeledImagePushButton.pressed.connect(self.getLabeledImage) + + + + + def openImage(self): + + + + self.mainwindow.statusLabel.clear() + self.mainwindow.moreInfoLabel.clear() + + + self.labels = None + self.image_labeled = None + + dir = os.path.dirname(self.filename) if self.filename is not None else "." + fname, filters = QFileDialog.getOpenFileName(None, "Load Image", dir, self.tr("Image Files (*.png *.jpg *.bmp *.jpeg)")) + + if fname: + + self.imageOriginal = imread(fname) + try: + M,N, R = np.shape(self.imageOriginal) + self.mainwindow.colormapComboBox.setEnabled(False) + except: + M,N = np.shape(self.imageOriginal) + self.mainwindow.colormapComboBox.setEnabled(True) + + + + + self.imageToDraw = self.imageOriginal + self.mainwindow.setEnabledToolbar(True) + self.updateImage() + + + + def changeColormap(self, index): + + if self.imageToDraw is not None: + + if index==0: + Colormap = cm.jet + elif index ==1: + Colormap = cm.spectral + elif index ==2: + Colormap = cm.Set1 + + self.mpl.fig.clear() + self.mpl.ax = self.mpl.fig.add_subplot(111) + cax = self.mpl.ax.imshow(self.imageToDraw, cmap = Colormap, vmin=0, vmax = 255) + self.showColorbar(cax) + self.mpl.ax.axis("off") + self.mpl.draw() + QCoreApplication.processEvents() + + + + return cax + + + + + def showOriginalImage(self): + + self.mainwindow.statusLabel.clear() + self.mainwindow.moreInfoLabel.clear() + + self.imageToDraw = self.imageOriginal + self.updateImage() + + + def rotate90ClockWise(self): + + self.imageToDraw = imrotate(self.imageToDraw,-90, interp = 'nearest') + self.updateImage() + + def rotate90CounterClockWise(self): + + self.imageToDraw = imrotate(self.imageToDraw,90, interp = 'nearest') + self.updateImage() + + + def flipHorizontal(self): + + self.imageToDraw = np.fliplr(self.imageToDraw) + self.updateImage() + + + + def flipVertical(self): + + self.imageToDraw = np.flipud(self.imageToDraw) + self.updateImage() + + def updateImage(self): + + self.mainwindow.statusLabel.clear() + self.mainwindow.moreInfoLabel.clear() + + self.mpl.ax.imshow(self.imageToDraw) + self.mpl.ax.axis("off") + self.mpl.draw() + QCoreApplication.processEvents() + + try: + M,N, R = np.shape(self.imageToDraw) + self.mainwindow.colormapComboBox.setEnabled(False) + except: + M,N = np.shape(self.imageToDraw) + + self.mainwindow.infoLabel.setText("Dimensions: %d x %d"%(M,N)) + + + def getLabeledImage(self): + + self.labels = None + + self.mainwindow.colormapComboBox.setEnabled(True) + self.mainwindow.statusLabel.setText(self.tr("Procesing......")) + QCoreApplication.processEvents() + + try: + M,N, R = np.shape(self.imageToDraw) + self.image_gray = rgb2gray(self.imageToDraw) + except: + M,N = np.shape(self.imageToDraw) + + + n_colors = self.mainwindow.numberLabelsSpinBox.value() + self.image = median_filter(self.image_gray,2) + image_array = np.reshape(self.image, (M*N,1)) + centroids, self.labels = kmeans2(image_array, n_colors) + check = np.size(np.unique(self.labels)) + + if check != n_colors: + self.image_labeled = np.zeros((M,N)) + self.mpl.fig.clear() + self.mpl.ax = self.mpl.fig.add_subplot(111) + self.mpl.ax.imshow(np.zeros((M,N)), cmap = cm.jet, vmin=0, vmax = 255) + self.mpl.ax.axis("off") + self.mpl.draw() + + QCoreApplication.processEvents() + msgBox = WarningParms("Try again") + if msgBox.exec_(): + self.mainwindow.statusLabel.clear() + QCoreApplication.processEvents() + return + + + self.labels *= 40 + + + self.image_labeled = np.reshape(self.labels, (M,N)) + self.imageToDraw = self.image_labeled + + index = self.mainwindow.colormapComboBox.currentIndex() + cax = self.changeColormap(index) + + self.mpl.draw() + self.mainwindow.moreInfoLabel.setText(self.tr("Apply several times to change labels")) + self.mainwindow.statusLabel.setText(self.tr("Done")) + QCoreApplication.processEvents() + + + def showColorbar(self, cax): + + if self.labels is not None: + + ticks_at = np.unique(self.labels) + cbar = self.mpl.fig.colorbar(cax, ticks=ticks_at, orientation='horizontal') + cbar.set_label("Labels") + + + def accept(self): + + + if self.image_labeled is None: + msgBox = WarningParms("Get the labeled Image") + if msgBox.exec_(): + return + + try: + self.Pixel = float(self.mainwindow.PixelLineEdit.text()) + + except: + msgBox = WarningParms("Please give correctly the Pixel/mm") + if msgBox.exec_(): + return + + QDialog.accept(self) + + + + +