辽宁石油化工大学学报

辽宁石油化工大学学报 ›› 2010, Vol. 30 ›› Issue (4): 54-58.DOI: 10.3696/j.issn.1672-6952.2010.04.016

• 计算机与自动化 • 上一篇    下一篇

基于随机游走算法分割医学图像测量骨密度

张凌宇纪玉波   

  1. 辽宁石油化工大学计算机与通信工程学院,辽宁抚顺 113001
  • 收稿日期:2010-07-17 出版日期:2010-12-20 发布日期:2017-07-17

Checking the Bone Density by Medical Image Based on Alternate Pattern of Random Walk

ZHANG Ling-yu, JI Yu-bo*   

  1. School of Computer and Communication Engineering, Liaoning Shihua University, Fushun Liaoning 113001, P.R.China
  • Received:2010-07-17 Published:2010-12-20 Online:2017-07-17

摘要: 提出了一种对脊椎骨医学图像进行图像处理,分析关键数据求得骨密度大小的方法。该方法首先用分段线性变换对图像灰度拉伸,从而增强目标区和背景区对比度,减少目标区细节。其次,利用像素的灰度信息,建立加权图,选择目标种子点和背景种子点,用随机游走算法对图像分割。最后,在边缘轮廓线内部对照原图求得单位面积像素平均灰度值。该数据通过与大量的医学实验数据作对比可以得到准确的骨密度值。

关键词: 骨密度, 分段线性, 随机游走

Abstract: A kind of method with using of vertebra medical image to deal with image key data was presented. First, used of the method of piecewise linear transform to stretch gray level of image for enhancing contrast ratio between target area and background area or reducing the detail in the target area. Second, used of information of pixel gray level to set up weighing chart, choose target seed pixels and background seed pixels, and then make use of rand-walk algorithm to divide up image so that receive edge of contour line. At last, unit area pixel average gray-level in the range of edge contour line was computed. Through comparing gray value of unit area in the region with bone density which can be gotten from physic testing, the bone density may be received in the checked region.

Key words: Bone density, Piecewise linear, Rand-walk

引用本文

张凌宇, 纪玉波. 基于随机游走算法分割医学图像测量骨密度[J]. 辽宁石油化工大学学报, 2010, 30(4): 54-58.

ZHANG Ling-yu, JI Yu-bo. Checking the Bone Density by Medical Image Based on Alternate Pattern of Random Walk[J]. Journal of Liaoning Petrochemical University, 2010, 30(4): 54-58.

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