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Brain Tumor Segmentation

This repo is of segmentation and morphological operations which are the basic concepts of image processing. Detection and extraction of tumor from MRI scan images of the brain is done using python

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Quality Score

0/100

Supported Platforms

Universal

README

Brain-tumor-segmentation

This repo is of segmentation and morphological operations which are the basic concepts of image processing. Detection and extraction of tumor from MRI scan images of the brain is done using python.

METHODOLOGY:

The algorithm has two stages, first is pre-processing of given MRI image and after that segmentation and then perform morphological operations. Steps of algorithm are as following:-

  1. Give MRI image of brain as input.
  2. Convert it to gray scale image.
  3. Compute threshold segmentation.
  4. Compute watershed segmentation.
  5. Compute morphological operation.
  6. Finally output will be a tumour region.

OUTPUT:

Thresholding

segmentation

Related Skills

View on GitHub
GitHub Stars24
CategoryDevelopment
Updated1y ago
Forks15

Languages

Python

Security Score

80/100

Audited on May 6, 2025

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