DocumentCode
618372
Title
Modified texture based region growing segmentation of MR brain images
Author
Viji, K. S. Angel ; JayaKumari, J.
Author_Institution
Comput. Sci. & Eng., Noorul Islam Center for Higher Educ., Kumaracoil, India
fYear
2013
fDate
11-12 April 2013
Firstpage
691
Lastpage
695
Abstract
Image Segmentation is necessary factor in the medical image processing. According to the current scenario of health care society, detection of brain tumor is a must. Automated brain disorder diagnosis with MR images is one of the challenging medical image analysis methodologies. Segmentation is used to separate the abnormal tumor portion in brain. These tumors are inhomogeneous, unsharp, and faint. But their intensity values vary from the neighbouring healthy tissues. So a texture based region growing segmentation proposed here. This is simulated in MATLAB. The results depict that this proposal can considerably increase the performance of brain MR image segmentation.
Keywords
biomedical MRI; brain; health care; image segmentation; image texture; medical disorders; medical image processing; neurophysiology; tumours; MATLAB; MR brain image segmentation; abnormal tumor portion; automated brain disorder diagnosis; brain MR image segmentation; brain tumor detection; health care society; healthy tissues; medical image analysis; medical image processing; texture based region; texture based region growing segmentation; Communications technology; Conferences; Image segmentation; Magnetic resonance imaging; Noise; Nonhomogeneous media; Tumors; MRI brain image; Segmentation; Texture;
fLanguage
English
Publisher
ieee
Conference_Titel
Information & Communication Technologies (ICT), 2013 IEEE Conference on
Conference_Location
JeJu Island
Print_ISBN
978-1-4673-5759-3
Type
conf
DOI
10.1109/CICT.2013.6558183
Filename
6558183
Link To Document