Wed 28 Aug 21:38:52 CEST 2024

2024-08-28 21:39:35 +02:00 · 2024-08-28 21:39:35 +02:00 · 6f334311c9
commit 6f334311c9
parent ad17606813
1 changed files with 324 additions and 0 deletions
--- a/src/SimNDT/gui/loadScenarioFromImageController.py
+++ 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("<b>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)
+
+
+
+
+