Fast image reconstruction algorithm for electrical capacitance tomography
Xiangyuan Dong, Shuqing Guo, Hailong Yu
Abstract
Xiangyuan Dong, Shuqing Guo, Hailong Yu
Abstract
Electrical capacitance tomography (ECT) is one of process tomography technique which developed rapidly in recent years. The successful application of ECT depends heavily on the image reconstruction speed and quality. A fast iterative reconstruction scheme for electrical capacitance tomography based on the Landweber method was developed. The convergence condition for the new method was discussed. Simulated data were analyzed to evaluate the performance of the method. The effectiveness of the algorithm in reconstructing permittivity images from measured capacitance data was shown. The results indicate that it can produce similar quality images with less reconstruction time when compared to the Landweber iteration algorithm. The new technique can be easily applied to online visualization.
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Electrical capacitance tomography (ECT) is one of process tomography technique which developed rapidly in recent years. The successful application of ECT depends heavily on the image reconstruction speed and quality. A fast iterative reconstruction scheme for electrical capacitance tomography based on the Landweber method was developed. The convergence condition for the new method was discussed. Simulated data were analyzed to evaluate the performance of the method. The effectiveness of the algorithm in reconstructing permittivity images from measured capacitance data was shown. The results indicate that it can produce similar quality images with less reconstruction time when compared to the Landweber iteration algorithm. The new technique can be easily applied to online visualization.
Key concepts: Electrical capacitance tomography, Iterative reconstruction, Capacitance, Tomography, Convergence (economics), Reconstruction algorithm, Algorithm, Computer science