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M.Tech / M.E / PhD Thesis | Computer Science & Engineering | India | Volume 3 Issue 11, November 2014
Brain Tumor Segmentation by FCM and Enhancement by ANN, using GLCM Based Feature Extraction
Salabha Varghese
Abstract: Brain Tumor is an uncontrolled growth of tissues in brain. Robust segmentation of brain tissues is very important for the detection and diagnosis of brain tumor. Clustering techniques could be best utilized by combining them with other techniques. In this paper the idea is to combine two metaphors: Neural Network and Fuzzy Logic. The Neuro-Fuzzy system combines the learning power of Artificial Neural Network system and explicit knowledge representation of fuzzy inference system. The proposed system consists of four stages: Pre-processing of various brain images, Feature extraction using Gray Level Co-occurrence Matrix (GLCM) and classification and segmentation of brain images through Hybrid Neuro-Fuzzy System.
Keywords: Clustering, Neural Network, FCM, Neuro-Fuzzy, GLCM
Edition: Volume 3 Issue 11, November 2014,
Pages: 252 - 257
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Student Project, Computer Science & Engineering, India, Volume 11 Issue 6, June 2022
Pages: 1875 - 1880Microclustering with Outlier Detection for DADC
Aswathy Priya M.
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Analysis Study Research Paper, Computer Science & Engineering, India, Volume 12 Issue 11, November 2023
Pages: 1840 - 1846Analysis of Placement for Electronics and Communication Engineering Students using Multiple Clustering
Dr. Dola Sanjay S