Research Journal of Pharmacy and Technology

SCOPUS
  • Year: 2020
  • Volume: 13
  • Issue: 4

Brain Tumor Segmentation using Contextual Clustering and Object Labeling in MRI

  • Author:
  • G. Merlin Sheeba, M. S. Godwin Premi, G. Mary Valantina, Z. Mary Livinsa
  • Total Page Count: 4
  • Page Number: 1835 to 1838

School of Electrical and Electronics, Sathyabama Institute of Science and Technology, Chennai

Abstract

Brain tumor segmentation in MRI images is one of the challenging tasks in medical field. In this work, an efficient brain tumor is detection methodology is proposed for the MRI images. Image preprocessing filters are used to remove noises from the images. Contextual clustering extracts the tumor regions from the images Object labeling is also performed following the contextual clustering. The simulation results show that the proposed technique has achieved 94% of efficiency.

Keywords

Contextual clustering, object labeling, Segmentation