An Image Segmentation and Classification for Brain Tumor Detection using Pillar K-Means Algorithm
Publisher: Association of Scientists, Developers and Faculties
Published: 2016
Place of publication: Chennai, India
Language: eng
ISBN-13: 9788192986654
Description: Human brain is the most complex structure where identifying the tumor like diseases are extremely challenging because differentiating the components of a brain is complex. In this paper, pillar k-means algorithm is used for segmentation of brain tumor from magnetic resonance image (MRI).Generally, the brain tumor is detected by radiologist through analysis of MR images which takes longer time. The pillar k-means algorithm’s experimental results clarify the effectiveness of our approach to improve the segmentation quality, accuracy, and computational time. Classify, the tumor from the brain MR images using Bayesian classification.