Despite not being a proficient GUI programmer, I figured out how to use the pyqtgraph module's ImageView function to display an image that I can pan/zoom and click on to get precise pixel coordinates. The complete code is given below. The only problem is that ImageView can apparently only display a single-channel (monochrome) image.
My question: How do I do EXACTLY the same thing as this program (ignoring histogram, norm, and ROI features, which I don't really need), but with the option to display a true color image (e.g., the original JPEG photo)?
import numpy as np
from pyqtgraph.Qt import QtCore, QtGui
import pyqtgraph as pg
import matplotlib.image as mpimg
# Load image from disk and reorient it for viewing
fname = 'R0000187.JPG' # This can be any photo image file
photo=np.array(mpimg.imread(fname))
photo = photo.transpose()
# select for red color and extract as monochrome image
img = photo[0,:,:] # WHAT IF I WANT TO DISPLAY THE ORIGINAL RGB IMAGE?
# Create app
app = QtGui.QApplication([])
## Create window with ImageView widget
win = QtGui.QMainWindow()
win.resize(1200,800)
imv = pg.ImageView()
win.setCentralWidget(imv)
win.show()
win.setWindowTitle(fname)
## Display the data
imv.setImage(img)
def click(event):
event.accept()
pos = event.pos()
print (int(pos.x()),int(pos.y()))
imv.getImageItem().mouseClickEvent = click
## Start Qt event loop unless running in interactive mode.
if __name__ == '__main__':
import sys
if (sys.flags.interactive != 1) or not hasattr(QtCore, 'PYQT_VERSION'):
QtGui.QApplication.instance().exec_()
pyqtgraph.ImageView
does support rgb / rgba images. For example:
import numpy as np
import pyqtgraph as pg
data = np.random.randint(255, size=(100, 100, 3))
pg.image(data)
..and if you want to display the exact image data without automatic level adjustment:
pg.image(data, levels=(0, 255))
As pointed out by Luke, ImageView() does display RGB, provided the correct array shape is passed. In my sample program, I should have used photo.transpose([1,0,2]) to keep the RGB in the last dimension rather than just photo.transpose(). When ImageView is confronted with an array of dimension (3, W, H), it treats the array as a video consisting of 3 monochrome images, with a slider at the bottom to select the frame.
(Corrected to incorporate followup comment by Luke, below)
来源:https://stackoverflow.com/questions/25956163/how-to-display-clickable-rgb-image-similar-to-pyqtgraph-imageview