A review on image reconstruction algorithms for electrical capacitance/resistance tomography

Z Cui, Q Wang, Q Xue, W Fan, L Zhang, Z Cao… - Sensor …, 2016 - emerald.com
Purpose Electrical capacitance tomography (ECT) and electrical resistance tomography
(ERT) are promising techniques for multiphase flow measurement due to their high speed …

[HTML][HTML] Spatial resolution in electrical impedance tomography: A topical review

V Chitturi, N Farrukh - Journal of Electrical Bioimpedance, 2017 - sciendo.com
Electrical impedance tomography (EIT) is a relatively new imaging technique. It has the
advantages of low cost, portability, noninvasiveness and is free from radiation effects. So far …

Electrical resistance tomography image reconstruction with densely connected convolutional neural network

F Li, C Tan, F Dong - IEEE Transactions on Instrumentation and …, 2020 - ieeexplore.ieee.org
Electrical resistance tomography (ERT) is an effective visualization and analysis tool for
multiphase flow process through an array of boundary electrodes. However, the existing …

An autoencoder-based image reconstruction for electrical capacitance tomography

J Zheng, L Peng - IEEE Sensors Journal, 2018 - ieeexplore.ieee.org
Electrical capacitance tomography (ECT) image reconstruction has developed decades and
made great achievements, but there is still a need to find new theory framework to make …

A deep learning compensated back projection for image reconstruction of electrical capacitance tomography

J Zheng, L Peng - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
The linear back projection (LBP) algorithm is often used for real-time online image
reconstruction of electrical capacitance tomography (ECT) due to its high speed. However …

Landweber iterative image reconstruction method incorporated deep learning for electrical resistance tomography

F Li, F Dong, C Tan - IEEE Transactions on Instrumentation and …, 2020 - ieeexplore.ieee.org
Electrical resistance tomography (ERT) is an efficient technology for rapid, accurate, and
real-time monitoring of the dynamic of industrial process. However, due to the inherent …

An image reconstruction algorithm for electrical impedance tomography using adaptive group sparsity constraint

Y Yang, J Jia - IEEE Transactions on Instrumentation and …, 2017 - ieeexplore.ieee.org
Image quality has long been deemed a key challenge for electrical impedance tomography
(EIT). High-quality image is of great significance for improving the qualitative and …

Deep autoencoder imaging method for electrical impedance tomography

X Chen, Z Wang, X Zhang, R Fu… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Electrical impedance tomography (EIT) is an effective technique for real-time monitoring,
visualization, and analysis of industrial process in a noninvasive manner. However, due to …

Deep learning-based inversion method for imaging problems in electrical capacitance tomography

J Lei, Q Liu, X Wang - IEEE Transactions on Instrumentation …, 2018 - ieeexplore.ieee.org
Electrical capacitance tomography exhibits great potentials in the visualization
measurement of industrial processes, and high-precision images are of great significance …

An image reconstruction algorithm based on the extended Tikhonov regularization method for electrical capacitance tomography

L Jing, S Liu, L Zhihong, S Meng - Measurement, 2009 - Elsevier
Electrical capacitance tomography (ECT) attempts to image the permittivity distribution of an
object by measuring the electrical capacitances between sets of electrodes placed around …