DocumentCode :
1146141
Title :
Estimation of anomaly location and size using electrical impedance tomography
Author :
Kwon, Ohin ; Yoon, Jeong Rock ; Seo, Jin Keun ; Woo, Eung Je ; Cho, Young Gu
Author_Institution :
Dept. of Math., Konkuk Univ., Seoul, South Korea
Volume :
50
Issue :
1
fYear :
2003
Firstpage :
89
Lastpage :
96
Abstract :
We developed a new algorithm that estimates locations and sizes of anomalies in electrically conducting medium based on electrical impedance tomography (EIT) technique. When only the boundary current and voltage measurements are available, it is not practically feasible to reconstruct accurate high-resolution cross-sectional conductivity or resistivity images of a subject. In this paper, we focus our attention on the estimation of locations and sizes of anomalies with different conductivity values compared with the background tissues. We showed the performance of the algorithm from experimental results using a 32-channel EIT system and saline phantom. With about 1.73% measurement error in boundary current-voltage data, we found that the minimal size (area) of the detectable anomaly is about 0.72% of the size (area) of the phantom. Potential applications include the monitoring of impedance related physiological events and bubble detection in two-phase flow. Since this new algorithm requires neither any forward solver nor time-consuming minimization process, it is fast enough for various real-time applications in medicine and nondestructive testing.
Keywords :
electric impedance imaging; image reconstruction; measurement errors; medical image processing; size measurement; algorithm performance; anomaly location estimation; anomaly size estimation; background tissues; boundary current-voltage data; bubble detection; conductivity images; electrical impedance tomography technique; forward solver; nondestructive testing; real-time applications; resistivity images; saline phantom; time-consuming minimization process; Biomedical monitoring; Conductivity; Event detection; Image reconstruction; Imaging phantoms; Impedance; Measurement errors; Minimization methods; Tomography; Voltage measurement; Algorithms; Electric Conductivity; Electric Impedance; Feasibility Studies; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Pattern Recognition, Automated; Phantoms, Imaging; Quality Control; Reproducibility of Results; Sensitivity and Specificity; Tomography;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2002.805474
Filename :
1179135
Link To Document :
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