Summary
Dr Yongqiang Cheng specialises in digital healthcare, robotics, AI, embedded systems, WSN, networking and data science.
His current research focuses are smart system and digital health, including ambient living robotics and non-invasive healthcare devices with predictive analysis on the collected data.
Dr Cheng holds a world-class research track record of working / leading on more than 15 projects, including TSB SINCBAC (£2M) and EU FP7 SANDRA (Euro 23.9M).
He has also produced 50+ papers for leading international journals and highly prestigious conferences.
Dr Cheng has three years' experience of telecom industrial work and 18 years of programming.
Journal Article
Fingerprint enhancement using multi-scale classification dictionaries with reduced dimensionality
Bian, W., Xu, D., Cheng, Y., Li, Q., Luo, Y., & Yu, Q. (2020). Fingerprint enhancement using multi-scale classification dictionaries with reduced dimensionality. IET Biometrics, 9(5), 194-204. https://doi.org/10.1049/iet-bmt.2019.0121
Locality Regularized Robust-PCRC: A Novel Simultaneous Feature Extraction and Classification Framework for Hyperspectral Images
Yang, Z., Cao, F., Cheng, Y., Ling, W., & Hu, R. (in press). Locality Regularized Robust-PCRC: A Novel Simultaneous Feature Extraction and Classification Framework for Hyperspectral Images. IEEE transactions on geoscience and remote sensing : a publication of the IEEE Geoscience and Remote Sensing Society, 1-16. https://doi.org/10.1109/tgrs.2020.2988900
Local keypoint-based Faster R-CNN
Ding, X., Li, Q., Cheng, Y., Wang, J., Bian, W., & Jie, B. (in press). Local keypoint-based Faster R-CNN. Applied Intelligence, https://doi.org/10.1007/s10489-020-01665-9
Patient-Specific Coronary Artery 3D Printing Based on Intravascular Optical Coherence Tomography and Coronary Angiography
Huang, C., Lan, Y., Chen, S., Liu, Q., Luo, X., Xu, G., …Che, W. (2019). Patient-Specific Coronary Artery 3D Printing Based on Intravascular Optical Coherence Tomography and Coronary Angiography. Complexity, 2019, 1-10. https://doi.org/10.1155/2019/5712594
Research interests
digital healthcare, robotics, AI, embedded systems, WSN, networking and data science.
Postgraduate supervision
Dr Chgeng welcomes PhD applications in digital healthcare, machine learning, robotics/flying robots, AI, embedded systems, WSN, data science.