TY - JOUR
T1 - Image reconstruction for electrical capacitance tomography by using soft-thresholding iterative method with adaptive regulation parameter
AU - Dong, Xiangyuan
AU - Ye, Zhuoyi
AU - Soleimani, Manuchehr
PY - 2013/8
Y1 - 2013/8
N2 - Electrical capacitance tomography (ECT) is a promising technology for visualization of permittivity distributions inside a volume. Fast and high spatial resolution algorithm is still a challenging task. In this paper, we present a novel soft-thresholding iterative method for ECT image reconstruction. An adaptive selection of regulation parameter is proposed based on the capacitance error in the Landweber algorithm. Both simulation and experimental results show that the image quality of the new method is comparable to that of the projected Landweber method, and in most test cases, the new method is faster than the projected Landweber method.
AB - Electrical capacitance tomography (ECT) is a promising technology for visualization of permittivity distributions inside a volume. Fast and high spatial resolution algorithm is still a challenging task. In this paper, we present a novel soft-thresholding iterative method for ECT image reconstruction. An adaptive selection of regulation parameter is proposed based on the capacitance error in the Landweber algorithm. Both simulation and experimental results show that the image quality of the new method is comparable to that of the projected Landweber method, and in most test cases, the new method is faster than the projected Landweber method.
UR - http://www.scopus.com/inward/record.url?scp=84880786619&partnerID=8YFLogxK
UR - http://dx.doi.org/10.1088/0957-0233/24/8/085402
U2 - 10.1088/0957-0233/24/8/085402
DO - 10.1088/0957-0233/24/8/085402
M3 - Article
SN - 1361-6501
VL - 24
JO - Measurement Science and Technology
JF - Measurement Science and Technology
IS - 8
M1 - 085402
ER -