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X线相干散射图像环圆心准确定位的内相关算法
Inner Correlation Algorithm on Determining Ring Center of X-Ray Coherent Scatter Image
【摘要】 X射线相干散射成像分析中,能量的分布为一系列同心圆环。准确地确定圆心是精确提取能量谱线的关键。本文采用K均值聚类结合形态学滤波确定内环区域,使用形心法近似确定圆心,对圆心使用标准差内相关运算逼近标准圆心。实验结果证明,该算法实用、有效。
【Abstract】 The energy distribution of X-ray coherent scatter images is a series of concentric rings.It is the key step to determine the center of rings accurately.In this paper,the inside region of image was detected by K-mean and mathematical morphology methods.The center was determined with the centroid algorithm.Then the center was recalculated with the standard error inner correlation algorithm to approach the theory circle center.The experiment result shows that the inner correlation algorithm is effective and practical.
【关键词】 X线;
相干散射;
能量分布;
K均值聚类;
形态学;
内相关;
【Key words】 X-ray; coherent scatter; energy distribution; K-Mean cluster; mathematical morphology; inner correlation;
【Key words】 X-ray; coherent scatter; energy distribution; K-Mean cluster; mathematical morphology; inner correlation;
【基金】 国家自然科学基金(60372062)
- 【文献出处】 中国医疗设备 ,China Medical Devices , 编辑部邮箱 ,2010年07期
- 【分类号】O436.1
- 【被引频次】4
- 【下载频次】125