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
Link To Document :
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