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›› 2001, Vol. 27 ›› Issue (09): 14-16.

• 论文 • 上一篇    下一篇

动态电阻抗图象重建的正则化方法

侯卫东,莫玉龙   

  1. 上海大学通信工程系,上海大学通信工程系 上海 200072,  上海 200072
  • 发布日期:2001-09-25

Regularized Reconstruction in Dynamic Electrical Impedance Tomography

HOU Weidong, MO Yulong   

  1. (Department of Communication Engineering, Shanghai University, Shanghai 200072)
  • Published:2001-09-25

摘要: 电阻抗图象重建是一个严重病态的反问题,特别是当重建模型的有限单元数增大时,重建图象会变差,甚至发散。提出一种全新的基于空间滤波理论的正则化方法,它不依赖于阻抗分布的先验估计,因此它比最大后验(MAP)正则化方法易于实现;而且计算机模拟实验结果表明,利用这种新的正则化方法重建的动态阻抗图象质量好于ikhonov正则化方法。

关键词: 正则化方法, 电阻抗成象, 图象重建, 反问题, 病态特性

Abstract: Image reconstruction in electrical impedance tomography (EIT) is a highly ill-posed inverse problem. Especially, the reconstructed images will become bad, even divergent, as the finite elements in the reconstructed model increase. We developed a new regularization method based on the spatial filtering theory, which is independent on the estimation of impedance distribution. So it can be implemented easier than the maximum a posteriori(MAP) method, and the computer simulation results demonstrate that the quality of the reconstructed dynamic impedance images with the new regularization method is better than with Tikhonov method.

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