Improved image reconstruction based on ultrasonic transmitted wave computerized tomography on concrete

作者: Honghui Fan , Hongjin Zhu

DOI: 10.1186/S13640-018-0370-Y

关键词:

摘要: Considering the non-uniqueness and instability of concrete defect detection in construction engineering, ultrasonic time flight data maximum likelihood expectation maximization algorithm were proposed to improve readability reconstruction image. Ultrasonic transmitted waves reflect internal information when through structures. Measurement signals regularized processed as transit parameters. Maximum was optimized for image structure. The interpolation density measurement used images. experimental system, improved algorithm, method verified detail by using simulation phantoms. technique based on overcame disadvantages traditional method, it effective accuracy quality concrete. Time normalized discussed during reconstruction. results showed that could make position an abnormal object more obvious, accurate reflecting structure

参考文章(31)
Ming Yin, Peijuan Xu, Benjamin Edwards, Xuejie Liu, Jingbin Wang, Supervised learning of sparse context reconstruction coefficients for data representation and classification Neural Computing and Applications. ,vol. 28, pp. 135- 143 ,(2017) , 10.1007/S00521-015-2042-5
Wei Ye, Kai-Kuang Ma, Color Image Demosaicing Using Iterative Residual Interpolation IEEE Transactions on Image Processing. ,vol. 24, pp. 5879- 5891 ,(2015) , 10.1109/TIP.2015.2482899
Joshua D. Evans, David G. Politte, Bruce R. Whiting, Joseph A. O'Sullivan, Jeffrey F. Williamson, Noise-resolution tradeoffs in x-ray CT imaging: a comparison of penalized alternating minimization and filtered backprojection algorithms. Medical Physics. ,vol. 38, pp. 1444- 1458 ,(2011) , 10.1118/1.3549757
Antonio Moscariello, Richard A. P. Takx, U. Joseph Schoepf, Matthias Renker, Peter L. Zwerner, Terrence X. O’Brien, Thomas Allmendinger, Sebastian Vogt, Bernhard Schmidt, Giancarlo Savino, Christian Fink, Lorenzo Bonomo, Thomas Henzler, Coronary CT angiography: image quality, diagnostic accuracy, and potential for radiation dose reduction using a novel iterative image reconstruction technique—comparison with traditional filtered back projection European Radiology. ,vol. 21, pp. 2130- 2138 ,(2011) , 10.1007/S00330-011-2164-9
M. González, C. Minuesa, I. del Puerto, Maximum likelihood estimation and expectation-maximization algorithm for controlled branching processes Computational Statistics & Data Analysis. ,vol. 93, pp. 209- 227 ,(2016) , 10.1016/J.CSDA.2015.01.015
Masanori Eguchi, Hiroko Imasato, Takeshi Yamakawa, Particle Separation by Employing Non-Uniform Electric Fields, Traveling-Wave Electric Fields and Inclined Gravity Intelligent Automation and Soft Computing. ,vol. 18, pp. 121- 137 ,(2012) , 10.1080/10798587.2008.10643231
Kun Wang, Thomas Matthews, Fatima Anis, Cuiping Li, Neb Duric, Mark Anastasio, Waveform inversion with source encoding for breast sound speed reconstruction in ultrasound computed tomography IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control. ,vol. 62, pp. 475- 493 ,(2015) , 10.1109/TUFFC.2014.006788
R. Muldoon, A. Chalker, M.C. Forde, M. Ohtsu, F. Kunisue, Identifying voids in plastic ducts in post-tensioning prestressed concrete members by resonant frequency of impact–echo, SIBIE and tomography Construction and Building Materials. ,vol. 21, pp. 527- 537 ,(2007) , 10.1016/J.CONBUILDMAT.2006.04.009
Guobao Wang, Jinyi Qi, Penalized Likelihood PET Image Reconstruction Using Patch-Based Edge-Preserving Regularization IEEE Transactions on Medical Imaging. ,vol. 31, pp. 2194- 2204 ,(2012) , 10.1109/TMI.2012.2211378