Brain Image Segmentation via GLCM Features and CNN Classification for Improved Image Retrieval Using Machine Learning

Author:

Sekar R1,R Harikrishnan P2,Acharjya Kalyan3

Affiliation:

1. Presidency University,Department of Electronics and Communication Engineering,Bangalore,Karnataka,India

2. Jain (Deemed to be University),Department of Computer Science and Information Technology,Bangalore,India

3. Maharishi School of Engineering & Technology, Maharishi University of Information Technology,Uttar Pradesh,India

Publisher

IEEE

Reference25 articles.

1. Morphological edge detection and brain tumor segmentation in Magnetic Resonance (MR) images based on region growing and performance evaluation of modified Fuzzy C-Means (FCM) algorithm

2. Automatic segmentation of brain tumour from multiple images of brain MRI;Bandhyopadhyay;International Journal of Application or Innovation in Engineering & Management (IJAIEM),2013

3. Tumor segmentation in brain MRI using a fuzzy approach with class center priors

4. Fuzzy K-C-means clustering algorithm for medical image segmentation;Funmilola;J Informat Eng Appl,2012

5. Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations

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