a | b/README.md | ||
---|---|---|---|
1 | # Apurva Mithal |
||
2 | |||
3 | Project Title: Segmentation of MRI brain images for tumor detection. |
||
4 | |||
5 | Language Used: Matlab |
||
6 | |||
7 | Description: |
||
8 | Implemented image segmentation algorithms on MRI brain images to separate similar portions of the image based on gray-level values of the pixels. The purpose of segmenting the MRI brain images was to help in tumor detection. Segmentation techniques implemented were edge-based segmentation (Krisch, Sobel), threshold-based segmentation (Ostu), clustering algorithms (k-means, adaptive k-means, fuzzy c-means, Marker Controlled Watershed). |
||
9 | |||
10 | main1.m file calls all the implemented algorithms. |