April 2020
Intermediate to advanced
438 pages
12h 2m
English
Content preview from Python Image Processing Cookbook
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How it works...
For each image channel, each pixel value needs to be reassigned to the corresponding cdf value for the pixel, as shown in the following diagram:
The equalize_hist() and equalize_adapthist() functions from the scikit-image.exposure module were used to get the globally and locally contrast-enhanced images, respectively.
If you run the preceding code and plot the input and output images along with the corresponding histograms and cdfs, you will get the following output (the screenshot is just some part of the output):
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