MNK/portfolio
Computer vision

Retinal Image Segmentation

Vessel segmentation by thresholding

Developed method for segmenting retinal structures using point and multi-level thresholding techniques.

Problem

Segment retinal structures such as vessels.

Approach

  1. Point thresholding and multi-level thresholding
  2. Morphological operations to clean the mask
Retinal Image Segmentation workflow: 2 stages from input to result
Workflow

Results

  • Segmented retinal structures without a learned model

Stack

  • Python
  • OpenCV
  • Medical imaging

By Muzammil Nawaz Khan, AI Engineer.