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Brain Tumor Detection Using TKFCM Algorithm by Kishor Bhaduri is a document available to read on EtoBox.
What is Brain Tumor Detection Using TKFCM Algorithm about?
The document discusses a proposed algorithm called TKFCM (Template-based K-means and improved fuzzy C-means) for automatically detecting human brain tumors in MRI images. The algorithm first uses template-based K-means clustering to initialize segmentation based on image grayscale intensities. It then uses fuzzy C-means clustering to update membership values and cluster centroids. Finally, it employs improved fuzzy C-means clustering to detect tumor positions based on features like contrast, energy, dissimi
- Author
- Kishor Bhaduri
- Language
- EN