A PyQt5 based python GUI which can segment an image using Euclidean Distance method in the RGB vector space.
This implementation of segmentation in RGB vector space is based from Section 6.7.2 of Chapter 6 of the book Digital Image Processing, by Rafael C. Gonzales and Richard E. Woods. (ISBN number: 9780070702622)
- PyQt5- for GUI purposes.
- cv2- to read image.
- numpy- for calculations purposes
- matplotlib- to plot the images.
- Install the dependencies using
pip install -r requirements.txtcommand. - Run the python file
segment.py. - A box will be opened, upload the image and then enter the threshold value required.
- Mark your region of Interest in the image and you'll get the segmented image.
Our test Image- Lena.png
Output after Segmenting- lena_segment.png
