Plot images
Perhaps the most critical principle of image analysis is: look at your images!
Matplotlib's imshow()
function gives you a simple way to do this. Knowing a few simple arguments will help:
cmap
controls the color mappings for each value. The "gray" colormap is common, but many others are available.vmin
andvmax
control the color contrast between values. Changing these can reduce the influence of extreme values.plt.axis('off')
removes axis and tick labels from the image.
For this exercise, plot the CT scan and investigate the effect of a few different parameters.
This exercise is part of the course
Biomedical Image Analysis in Python
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Import ImageIO and PyPlot
____
import ____ as plt
# Read in "chest-220.dcm"
im = ____