DocumentCode :
1789056
Title :
Brain tumor segmentation using thresholding, morphological operations and extraction of features of tumor
Author :
Deepthi Murthy, T.S. ; Sadashivappa, G.
Author_Institution :
Dept. of ECE, Sri Venkateshwara Coll. of Eng., Bangalore, India
fYear :
2014
fDate :
10-11 Oct. 2014
Firstpage :
1
Lastpage :
6
Abstract :
Brain is the most important and vital organ of the human body. The control and coordination of all the other vital structures is carried out by the brain. The tumor is formed by the uncontrolled multiplication of cell division. Numerous techniques were developed to detect and segment the brain tumor. Using thresholding and morphological operations efficient brain tumor segmentation is carried out. This is the efficient algorithm where segmentation of tumor is carried out and its features such as centroid, perimeter and area are calculated from the segmented tumor. To detect the brain tumor, scanned MRI images are given as the input. The work involved here helps in medical field to detect tumor and its features helps in giving the treatment plan to the patient. The entire paper is divided in to seven sections which are described in detailed in the following sections.
Keywords :
biomedical MRI; brain; feature extraction; geometry; image segmentation; mathematical morphology; medical image processing; neurophysiology; patient treatment; planning; tumours; MRI image scan; brain tumor detection; brain tumor segmentation; efficient tumor segmentation algorithm; morphological operation; thresholding; treatment planning; tumor area feature; tumor centroid feature; tumor feature extraction; tumor formation; tumor perimeter feature; uncontrolled cell division multiplication; vital structure control; vital structure coordination; Cancer; Feature extraction; Histograms; Image segmentation; Magnetic resonance imaging; Morphological operations; Tumors; Brain Tumor; Histogram equalization; Magnetic Resonance Imaging; Morphological Operations; Segmentation; Thresholding;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advances in Electronics, Computers and Communications (ICAECC), 2014 International Conference on
Conference_Location :
Bangalore
Type :
conf
DOI :
10.1109/ICAECC.2014.7002427
Filename :
7002427
Link To Document :
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