A Fast Monitoring Method of Volume Density Based on Cone-beam Projections
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摘要: 体密度是物体特征信息的一个重要组成部分,该信息的动态监控可用来快速判断物体体密度是否发生变化。目前最常用的体密度监控方法是基于图像重建的近似计算,该方法首先利用锥形束投影数据实现体积重建,然后对物体的密度函数积分求得物体的体密度。这种方法算法复杂度较高,很难实现对体密度的实时动态监控。本文提出一种直接基于锥形束投影的体密度快速监控方法,不需要图像重建。仿真实验结果表明,这种方法在动态监控物体体密度变化时,具有较高的实时性和精确性,可以满足实际的动态监控需求,因而在工业检测等领域具有一定的应用价值。
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关键词:
- 锥形束投影 /
- 3D Radon空间 /
- 体密度 /
- 动态监控
Abstract: Volume density is an important component of object feature information, which can be used to quickly determine whether the inside of object changes or not. At present, the most commonly used method of detecting volume density is based on image reconstruction. First, using cone-beam projection data, we can acquire volume reconstruction, then we can obtain the volume density through the integration of object density function. This method is complicated and time consuming. It is difficult to achieve the real-time dynamical monitoring of volume density. This paper proposes a fast monitoring method of volume density based on cone-beam projections without image reconstruction. Experimental results show that this method has high real-time performance and accuracy to meet the actual needs of the dynamical monitoring, and thus can be used in applications of industrial detection.-
Keywords:
- cone-beam projections /
- 3DRadon space /
- volume density /
- dynamical monitoring
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