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电容层析成像图像重建算法的研究 被引量:2

Study of Image Reconstruction Algorithms of ECT System
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摘要 在分析电容层析成像基本原理和图像重建算法的基础上,提出了采用迭代代数方法对管道截面图像进行重建.针对迭代算法收敛速度慢、耗时多的缺点,对迭代算法进行了改进,使重建图像的速度和质量都有明显的提高. Electrical capacitance tomography is a new technique used to measure the parameters of multiphase flow. Fast reconstruction algorithm with an acceptable accuracy is key to electrical capacitance tomography. This paper introduces the general principle of electrical capacitance tomography, and come up with iterative algebraic reconstruction algorithm to reconstruct the stable cross-sectional images. Due to its slow convergent speed and the disadvantage of time taking, we improve the algorithm, in order to improve the speed quality of image reconstruction.
出处 《哈尔滨理工大学学报》 CAS 2003年第4期95-97,101,共4页 Journal of Harbin University of Science and Technology
基金 黑龙江省重点科技攻关项目(GC02H126) 黑龙江省自然科学基金资助(FO1-25) 哈尔滨市重点科技攻关项目(9911211011) 黑龙江省教育厅计划项目(9551106) 哈尔滨市学科后备带头人基金资助(0071007012 01711218040)
关键词 电容层析成像 图像重建 迭代算法 系统结构 权重函数 滤被 electrical capacitance tomography image reconstruction iterative algebraic reconstruction algorithm
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参考文献3

  • 1XIE C G, HUANG S M, HOYLE B S, et al. Electrical Capacitance Tomography for flow Imaging: System Model for Development of Image Reconstruction Algorithms and Design of Primary sensor [J]. IEEE Proceedings-G Circuits Devices & Systems, 1992, 139(1): 89-98.
  • 2SPINK D M. Direct Finite Element Solution for the Capacitanc, Conductance or Inductance, and Force in Linear Electrostatic and Magnetostatic Problems [J]. COMPEL, 1996, 15(3): 70-84.
  • 3YANG W O, LIU S. Electrical Capacitance Tomography with a Square Sensor. Proc [A]. 1st World Congress on Industrial Process Tomography[C]. Buxton, UK. 1999. 14-17.

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