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Jamal Ghasemi

Jamal Ghasemi

Academic rank: Associate Professor
ORCID:
Education: PhD.
ScopusId:
Faculty: Faculty of Technology and Engineering
Address:
Phone: 01135302902

Research

Title
Multi-Dimensional Fuzzy C-Mean Considering Spatial Information for Brain MRI Segmentation
Type
JournalPaper
Keywords
Brain MRI, Segmentation, Fuzzy c-mean
Year
2014
Journal Majlesi Journal of Electrical Engineering
DOI
Researchers Jamal Ghasemi ، Mohammad Reza Karami mollaei ، Reza Ghaseri ، Seyed Ali HOJJATOLESLAMI

Abstract

Due to artifacts, brain magnetic resonance image (MRI) segmentation is a complicated concern. This research work presents an image segmentation approach for brain magnetic resonance (MR) images. The proposed method is based on multi dimensional fuzzy C-mean. In this technique, different features of neighbouring pixels such as mean, standard deviation and singular value are extracted and then a multi dimensional feature vector is created in feature selection stage in which the best combination of extracted features is used. The created feature vector is used as an input to the multi dimensional FCM. The results have been evaluated with manual segmentation on two publicly available datasets.