Morphology of vessels is an important indicator for the detection and evaluation of various diseases such as Diabetic Retinopathy, Glaucoma, Hypertension.
This project is a part of coursework Image processing in first semester of Masters in Medical Imaging and Applications (MAIA). The objective of the project is to Segment the eye vessels using morphological methods and classical image processing techniques.
Download the dataset from DRIVE Grand Challenge
- Open
gui.mlapp. - Run
- Upload Eye image and Mask
- Choose if you want to use uploaded mask or use automatic mask
- Open
grid_search.m - Add the parameters you want to perform the search on.
- Run the grid search file
- Green Channel extraction
- Contrast Enhancement
- Matched Filter
- Morphological Method
- Combine two methods
Our Dice Scores for the 20 test images:
