Two phase MRI segmentation method for brain tumor extraction
Author(s):
Article Type:
Research/Original Article (دارای رتبه معتبر)
Abstract:
Accurate and timely detection of brain tumor can help patients to choose the kind of treatment and follow-up process and also has a very high impact on the treatment success rate. In this study, a two- phase segmentation method for accurate detection of tumor in the brain magnetic resonance images is provided. In the first stage, after performing the necessary pre-processing schemes on the image, location of the tumor using a threshold-based segmentation method is characterized and secondly, in a marker-based watershed segmentation method is used. Given that in the first stage is not too much emphasis on accurate detection of the tumor area, selecting the threshold values in a wide range of values, will not affect the final results. In the second stage, marker -based segmentation method will lead to accurate detection of the tumor area. The implementation results show that the proposed method in a wide range of input parameters leads to the same accurate results.
Keywords:
Language:
Persian
Published:
Machine Vision and Image Processing, Volume:4 Issue: 2, 2018
Pages:
49 to 57
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