PUBLICATIONS
Journal Articles
2021
[32]. Liu, Z., Yang, Y. (2021). Image Reconstruction of Electrical Impedance Tomography Based on Optical Image-Guided Group Sparsity. IEEE Sensors Journal. (Accepted)
[31]. Wang, S., Ye, J., Yang, Y. (2021). Quantitative Measurement of Two-phase Flow by Electrical Capacitance Tomography Based on 3D Coupling Field Simulation. IEEE Sensors Journal. (Accepted)
[30]. Fan, J., Hu, D., Chen, Z., & Yang, Y. (2021). Image Reconstruction of Electrical Impedance Tomography Based on Spatial Feature Map and Attention-guided Deep Residual Network. (Major Revision)
[29]. Chen, Z., Yang, Y. (2021). Structure-aware Dual-branch Network for ElectricalImpedance TomographyinCellCultureImaging. IEEE TIM. (Accepted)
[28]. Zhu, L., Ma, L., Li, Y., Yang, Y., Zhang, M. (2021). Linearization Point and Frequency Selection for Complex-Valued Electrical Capacitance Tomography. IEEE TIM. DOI: 10.1109/TIM.2021.3086912
[27]. Li, Z., Chen, Y., Yang, Y., Liu, C., Jia, J., & Lucquiaud, M. (2021). Flow Region Transition in Packed Column Monitored by Electrical Capacitance Tomography. Chemical Engineering Journal. https://doi.org/10.1016/j.cej.2021.129841
[26]. Tan, C., Li, F., Lv, S., Yang, Y., Dong, F. (2021). Gas-Liquid Two-phase Stratified Flow Interface Reconstruction with Sparse Batch Normalization Convolutional Neural Network. IEEE Sensors Journal. DOI: 10.1109/JSEN.2021.3081432
[25]. Xiang, J., Dong, Y., & Yang, Y. (2021). FISTA-Net: Learning A Fast Iterative Shrinkage Thresholding Network for Inverse Problems in Imaging. IEEE Transactions on Medical Imaging. DOI: 10.1109/TMI.2021.3054167
2020
[24]. Zhang, M., Yang, Y. (2020). Multiple Measurement Vector Based Complex-Valued Multi-Frequency ECT. IEEE Transactions on Instrumentation and Measurement. DOI: 10.1109/TIM.2020.3045842.
[23]. Chen, Z., Bagnaninchi, P. O., Yang, Y. (2020). Hybrid Learning based Cell Imaging with Miniature Electrical Impedance Tomography. IEEE Transactions on Instrumentation and Measurement. DOI: 10.1109/TIM.2020.3035384.
[22] Wang, H., Zhang, M., & Yang, Y. (2020). Machine learning for multiphase flowrate estimation with time series sensing data. Measurement: Sensors. https://doi.org/10.1016/j.measen.2020.100025.
[21]. Li, N., Wang, L., Jia, J. & Yang, Y. (2020). A Novel Method for the Image Quality Improvement of Ultrasonic Tomography. IEEE Transactions on Instrumentation and Measurement. DOI: 10.1109/TIM.2020.3016411.
[20]. Xiang, J., Dong, Y., & Yang, Y. (2020). Multi-frequency Electromagnetic Tomography for Acute Stroke Detection Using Frequency-Constrained Sparse Bayesian Learning. IEEE Transactions on Medical Imaging. DOI: 10.1109/TMI.2020.3013100.
2019
[19]. Li, N., Cao, M., Yu, X., Jia, J., & Yang, Y. (2019). High sensitive capacitive sensing method for thickness detection of the water film on an insulation surface. IEEE Access, 7, 96384-96391.
[18]. Yang, Y., Wu, H., Jia, J., & Bagnaninchi, P. O. (2019). Scaffold-based 3-d cell culture imaging using a miniature electrical impedance tomography sensor. IEEE Sensors Journal, 19(20), 9071-9080.
[17]. Wu, H., Yang, Y., Bagnaninchi, P. O., & Jia, J. (2019). Calibrated Frequency-Difference Electrical Impedance Tomography for 3D Tissue Culture Monitoring. IEEE Sensors Journal, 19(18), 7813-7821.
[16]. Liu, S., Wu, H., Huang, Y., Yang, Y., & Jia, J. (2019). Accelerated structure-aware sparse Bayesian learning for three-dimensional electrical impedance tomography. IEEE Transactions on Industrial Informatics, 15(9), 5033-5041.
[15]. Fisher, E. M., Tsekenis, S. A., Yang, Y., Chighine, A., Liu, C., Polydorides, N., & Humphries, G. (2019). A Custom, High-Channel Count Data Acquisition System for Chemical Species Tomography of Aero-Jet Engine Exhaust Plumes. IEEE Transactions on Instrumentation and Measurement, 69(2), 549-558.
2018
[14]. Wang, H., Jia, J., Yang, Y., Buschle, B., & Lucquiaud, M. (2018). Quantification of gas distribution and void fraction in packed bubble column using electrical resistance tomography. IEEE Sensors Journal, 18(21), 8963-8970.
[13]. Wu, H., Yang, Y., Bagnaninchi, P. O., & Jia, J. (2018). Electrical impedance tomography for real-time and label-free cellular viability assays of 3D tumour spheroids. Analyst, 143(17), 4189-4198.
[12]. Wu, H., Buschle, B., Yang, Y., Tan, C., Dong, F., Jia, J., & Lucquiaud, M. (2018). Liquid distribution and hold-up measurement in counter current flow packed column by electrical capacitance tomography. Chemical Engineering Journal, 353, 519-532.
[11]. Wu, H., Zhou, W., Yang, Y., Jia, J., & Bagnaninchi, P. (2018). Exploring the Potential of Electrical Impedance Tomography for Tissue Engineering Applications. Materials (Basel, Switzerland), 11(6).
[10]. Liu, S., Jia, J., Zhang, Y. D., & Yang, Y. (2018). Image reconstruction in electrical impedance tomography based on structure-aware sparse Bayesian learning. IEEE Transactions on Medical Imaging, 37(9), 2090-2102.
[09]. Yin, X., Wu, H., Jia, J., & Yang, Y. (2018). A Micro EIT Sensor for Real-time and Non-destructive 3-D Cultivated Cell Imaging. IEEE Sensors Journal, 18(13), 5402-5412.
2017
[08]. Yang, Y., Jia, J. (2017). An Image Reconstruction Algorithm for Electrical Impedance Tomography Using Adaptive Group Sparsity Constraint. IEEE Transactions on Instrumentation and Measurement, 66(9), pp. 2295-2305.
[07]. Yang, Y., Jia, J., Smith, S., Jamil, N., Gamal, W., & Bagnaninchi, P. O. (2017). A Miniature Electrical Impedance Tomography Sensor and 3-D Image Reconstruction for Cell Imaging. IEEE Sensors Journal, 17(2), 514-523.
[06]. Yang, Y., Wu, H., Jia, J. (2017). Image Reconstruction for Electrical Impedance Tomography Using Enhanced Adaptive Group Sparsity with Total Variation. IEEE Sensors Journal, 17(17), pp. 5589-5598.
[05]. Yang, Y., Jia, J., (2017). A Multi-frequency Electrical Impedance Tomography System for Real-time 2D and 3D Imaging. Review of Scientific Instruments, 88, 085110.
[04]. Yang, Y., Peng, L., & Jia, J. (2017). A novel multi-electrode sensing strategy for electrical capacitance tomography with ultra-low dynamic range. Flow Measurement and Instrumentation, 53, 67-79.
[03]. Wang, H., Yang, Y., Jia, J., Jin, O. (2017). Solid Particles’ Composition Using Electrical Capacitance Tomography. IEEE Access, 5, pp. 15875-15882.
Before 2017
[02]. Yang, Y., Peng, L. (2013). Data pattern with ECT sensor and its impact on image reconstruction. IEEE Sensors Journal, 13(5), 1582-1593. (Cover Story)
[01]. Yang, Y., Peng, L. (2013). A configurable electrical capacitance tomography system using a combining electrode strategy. Measurement Science and Technology, 24(7), 074005.
Peer-Reviewed Conference Proceedings
List not up to date, refer to Google Scholar
[24]. Xiang, J., Chen, Z., Dong, Y., & Yang, Y. (2020). Image Reconstruction for Multi-frequency Electromagnetic Tomography based on Multiple Measurement Vector Model. In 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) (pp. 1-6). IEEE.
[23]. Chen, Z., Yang, Y., Jia, J., & Bagnaninchi, P. (2020, May). Deep Learning Based Cell Imaging with Electrical Impedance Tomography. In 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) (pp. 1-6). IEEE.
[22]. Hu, D., Lu, K. and Yang, Y., 2019, December. Image reconstruction for electrical impedance tomography based on spatial invariant feature maps and convolutional neural network. In 2019 IEEE International Conference on Imaging Systems and Techniques (IST) (pp. 1-6). IEEE.
[21]. Yang, Y., Jia, J., 2018, September. Fast 3-D Electrical Impedance Spectroscopic Imaging Using Extended Joint Sparsity. 9th World Congress on Process Tomography, Bath, UK.
[20]. Yang, Y., Wu, H., Jia, J., 2018, June. Quasi-2D EIT-optical Dual Modality Sensor for Cellular Imaging. 19th International Conference on Biomedical Applications of Electrical Impedance Tomography, Edinburgh, UK.
[19]. Wu, H., Yang, Y., Jia, J., 2018, June. 3D cell spheroids drug response monitoring using electrical impedance tomography. 19th International Conference on Biomedical Applications of Electrical Impedance Tomography, Edinburgh, UK.
[18]. Yang, Y., Wu, H., Jia, J., 2017, October. Simulation Study of Scaffold 3D Cell Culture Imaging Using a Miniature Planar EIT Sensor. 2017 IEEE International Conference on Imaging Systems and Techniques (IST), Beijing, China.
[17]. Wu, H., Yang, Y., Bagnaninchi, P., Jia, J., 2017, October. Imaging cell-drug response in 3D bioscaffolds by electrical impedance tomography. 2017 IEEE International Conference on Imaging Systems and Techniques (IST), Beijing, China. (Best Student Paper Award)
[16]. Yin, X., Yang, Y. and Jia, J., 2017, October. 3D Image Reconstruction on a Miniature Planar EIT Sensor Using Sparsity with Median Filter. IEEE Sensors 2017, Glasgow, Scotland, UK.
[15]. Jamil, N., Yang, Y., Tsiamis, A., Jia, J. and Smith, S, 2017, October. Comparison of Regularisation Methods in Image Reconstruction for Micro-Bioimpedance Tomography. IEEE Sensors 2017, Glasgow, Scotland, UK.
[14]. Yang, Y., Jia, J., 2017, June. Total Variation and l1 Joint Regularization for High Quality Cell Spheroid Imaging Using EIT. 18th International Conference on Biomedical Applications of Electrical Impedance Tomography, New Hampshire, USA.
[13]. Yang, Y., Jia, J., 2017, June. Optimal Design of a Planar Miniature EIT Sensor for 3D Cell Imaging. 18th International Conference on Biomedical Applications of Electrical Impedance Tomography, New Hampshire, USA.
[12]. Jamil, N., Yang, Y., Smith, S., Jia, J., Bagnaninchi, P., & González-Fernández, E., 2016, December. Design and fabrication of microelectrodes for electrical impedance tomography of cell spheroids. 2016 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES), Malaysia.
[11]. Yang, Y., Jia, J., 2016, September. Image Reconstruction Algorithm for Electrical Impedance Tomography Using Group Sparsity. 8th World Congress on Process Tomography, Iguassu Falls, Brazil.
[10]. Fisher, E., Yang, Y., Ouypornkochagorn, T., Chighine, A., and etc., 2016, September. Data Acquisition for Multi-Channel CST of Aero-Engine Exhaust Plume Species and Combustion Diagnostics. 8th World Congress on Industrial Process Tomography, Iguassu Falls, Brazil.
[09]. Yang, Y., Jia, J., McCann, H., 2015, September. A faster measurement strategy of electrical capacitance tomography using less sensing data. 2015 IEEE International Conference on Imaging Systems and Techniques (IST). Macro, China.
[08]. Yang, Y., Peng, L., and Jia. J., 2015, September. A novel sensing strategy for electrical capacitance tomography. 7th International Symposium on Process Tomography, Dresden, Germany.
[07]. Yang, Y., Jia, J., Polydorides, N., McCann, H., 2014, October. Effect of structured packing on EIT image reconstruction. 2014 IEEE International Conference on Imaging Systems and Techniques (IST). Santorini, Greece.
[06]. Yang, Y., Fan, Z., Gao, R., 2014, June. Optimal battery control strategy for wireless sensor networks with solar energy supply. In American Control Conference (ACC), 2014 (pp. 3559-3564). IEEE.
[05]. Yang, Y., Gao, R., Fan, Z., Wang, J., Wang, L., 2014. Cloud-Based Prognosis: Perspective and Challenge. The 42nd North American Manufacturing Research Conference. American Society of Mechanical Engineers, Detroit, US. (Review Paper)
[04]. Guo, L., Yang, Y., Lei, L., and Peng, L. Characterization of capacitance sensor for the measurement of water droplet in gas. AIP Conference Proceedings 1592 (1), 27-36, 2014.
[03]. Yang, Y., and Peng, L., 2013, October. An image reconstruction algorithm for ECT using enhanced model and sparsity regularization. 2013 IEEE International Conference on Imaging Systems and Techniques (IST), Beijing, China.
[02]. Yang, Y., and Peng, L., 2013. An image reconstruction algorithm for high-contrast dielectrics in ECT. 7th World Congress on Process Tomography, Poland.
[01]. Yang, Y., and Peng, L., 2012, July. A digital and analog mixed electrical capacitance tomography system using combining electrode strategy. 2012 IEEE International Conference on Imaging Systems and Techniques (IST), Manchester, UK.