About this document
MRI Brain Tumor Segmentation Using Fuzzy C-Means by Padmavathy Velayudham is a document available to read on EtoBox.
The document describes a study that proposes an automatic brain tumor segmentation method using greedy snake model and fuzzy C-means optimization. The method first identifies the approximate region of interest by removing non-tumor parts using morphological reconstruction. A mask is formed and eroded to improve segmentation accuracy in the greedy snake algorithm. The greedy snake model estimates new tumor boundaries, which are optimized using fuzzy C-means clustering to obtain the final segmentation output.
- Author
- Padmavathy Velayudham
- Language
- EN