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Dissertation Chapters | Signal Processing | India | Volume 12 Issue 6, June 2023 | Rating: 4.7 / 10

Image Segmentation-A Novel Doping of Feature Extraction and Pixel Level Abstraction of MRI Medical Images

Dr K. M. Mohamed Sudheer

Abstract: Segmentation and feature extraction are important factors in most applications which uses images especially medical images as data. We all know that segmentation is a pre-requisite for quantification of morphological disease manifestations and radiation treatment planning. It also plays an inevitable role in the construction of anatomical models, definitions of flight paths in virtual endoscopy. Feature extraction assists in forensic studies and biometrics, automatic face recognition and recognising people by the texture of their irises etc. This paper deals with the synthesising of medical MRI brain image so as to segment out the various tissues of the brain image to perform morphological analysis by incorporating characteristics of feature extraction and k-means segmentation method.

Keywords: Image Segmentation, Pixel, MRI

Edition: Volume 12 Issue 6, June 2023,

Pages: 1212 - 1218