/morphological_operators

Primary LanguagePython

Boundary Detection and Morphological Operators

Contributors:

  • [Alexis Baudron] (abe3897)

Installing all dependencies

Ubuntu 16.04 Linux machine with python3.5 or +

$ python3 -m venv venv $ unset PYTHONPATH $ source venv/bin/activate $ pip install -r requirements.txt

Run the code

Activate virtual environment ($ source venv/bin/activate) $ python morph.py

Algorithm

Python implementation of the basic morphological operators covered in class as well as Boundary detection. There are 5 functions covered in the morph.py file:

  1. Erosion
  2. Dilation
  3. Closing: This algorithm consists of first performing dilation and then erosion with the same kernel
  4. Opening This algorithm consists of first performing erosion and then dilation with the same kernel
  5. Boundary

Analysis of the performance along with pictures of the performance are provided below

Results Analysis