DocumentCode
2085864
Title
Tumor detection using threshold operation in MRI brain images
Author
Natarajan, Prem ; Krishnan, Nikhil ; Kenkre, N.S. ; Nancy, Saldanha ; Singh, Bhanu Pratap
Author_Institution
Sch. of Comput. Sci. & Eng., VIT Univ., Vellore, India
fYear
2012
fDate
18-20 Dec. 2012
Firstpage
1
Lastpage
4
Abstract
Medical Image Processing is a complex and challenging field nowadays. Processing of MRI images is one of the parts of this field. This paper proposes a strategy for efficient detection of a brain tumor in MRI brain images. The methodology consists of the following steps: preprocessing by using sharpening and median filters, enhancement of image is performed by histogram equalization, segmentation of the image is performed by thresholding. This approach is then followed by the further application of morphological operations. Finally the tumor region can be obtained by using the technique of image subtraction.
Keywords
biomedical MRI; median filters; medical image processing; object detection; tumours; MRI brain image processing; brain tumor detection; image subtraction technique; median filters; medical image processing; sharpening filters; threshold operation; Filter; Image Subtraction; Morphology; Threshold; Tumor Identification;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence & Computing Research (ICCIC), 2012 IEEE International Conference on
Conference_Location
Coimbatore
Print_ISBN
978-1-4673-1342-1
Type
conf
DOI
10.1109/ICCIC.2012.6510299
Filename
6510299
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