Brain Tumor Detection using Segmentation based Object Labeling Algorithm

被引:0
|
作者
Halder, Amitava [1 ]
Giri, Chandan [1 ]
Halder, Amiya [2 ]
机构
[1] Bengal Engg & Sc Univ, Dept IT, Howrah 711103, India
[2] St Thomas Coll Engg & Tech, Dept CSE, Kolkata 700023, India
关键词
Morphological opening; K-means algorithm; Object Labeling Algorithm; Image segmentation;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we propose an efficient brain tumor detection method, which can detect tumor and locate it in the brain MRI images. This method extracts the tumor by using K-means algorithm followed by Object labeling algorithm. Also, some preprocessing steps (median filtering and morphological operation) are used for tumor detection purpose. It is observed that the experimental results of the proposed method gives better result in comparison to other techniques.
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页数:4
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