Research output per year
Research output per year
Personal profile
Biography
Frank H.F. Leung received his BEng degree and PhD degree in Electronic Engineering from the Hong Kong Polytechnic University (formerly Hong Kong Polytechnic) in 1988 and 1992 respectively. He got his industry-based training experience on PABX and telephone systems, and joined EIE, PolyU in 1992. Being an active researcher, he has published over 190 research papers and one book on Computational Intelligence, Intelligent Control, Signal Processing, and Power Electronics. At present, he is involved in the R&D on Intelligent Signal Processing and Robots. He has served as editor, guest editor and reviewer for many international journals, and helped the organization of many international conferences. Currently, he is Editor of the HKIE Transactions. He is Leader of the BSc in IMT programme.
He is a Chartered Engineer, a corporate member of IET and HKIE, and a senior member of IEEE. He was recipient of the Sir Edward Youde Memorial Fellowship in 1989 and 1990.
He likes hiking and badminton, and was certified for diving in open water by PADI.
Research interests
- Machine Learning
- Computational Intelligence
- Intelligent Control
Teaching
- Computer Programming
- Foundations of Data Science
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Bachelor of Engineering, Hong Kong Polytechnic
Doctor of Philosophy, Hong Kong Polytechnic
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Research output
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Joint Spine Segmentation and Noise Removal from Ultrasound Volume Projection Images with Selective Feature Sharing
Huang, Z., Zhao, R., Leung, F. H. F., Banerjee, S., Lee, T. T. Y., Yang, D., Lun, D. P. K., Lam, K. M., Zheng, Y. P. & Ling, S. H., 1 Jul 2022, In: IEEE Transactions on Medical Imaging. 41, 7, p. 1610-1624 15 p., Article number 9684363.Research output: Journal article publication › Journal article › Academic research › peer-review
1 Citation (Scopus) -
Ultrasound spine image segmentation using multi-scale feature fusion Skip-Inception U-Net (SIU-Net)
Banerjee, S., Lyu, J., Huang, Z., Leung, F. H. F., Lee, T., Yang, D., Su, S., Zheng, Y. & Ling, S. H., 1 Jan 2022, In: Biocybernetics and Biomedical Engineering. 42, 1, p. 341-361 21 p.Research output: Journal article publication › Journal article › Academic research › peer-review
3 Citations (Scopus) -
DA-GAN: Learning structured noise removal in ultrasound volume projection imaging for enhanced spine segmentation
Huang, Z., Zhao, R., Leung, F. H. F., Lam, K. M., Ling, S. H., Lyu, J., Banerjee, S., Lee, T. T. Y., Yang, D. & Zheng, Y. P., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 770-774 5 p. 9434136. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
2 Citations (Scopus) -
Dual-task ultrasound spine transverse vertebrae segmentation network with contour regularization
Lyu, J., Bi, X., Banerjee, S., Huang, Z., Leung, F. H. F., Lee, T. T. Y., Yang, D. D., Zheng, Y. P. & Ling, S. H., Apr 2021, In: Computerized Medical Imaging and Graphics. 89, 101896.Research output: Journal article publication › Journal article › Academic research › peer-review
7 Citations (Scopus) -
Investigating and improving the utility of probabilistic linear discriminant analysis for acoustic signal classification
Jiang, Y. & Leung, F. H. F., Jul 2021, In: Digital Signal Processing: A Review Journal. 114, p. 1-15 15 p., 103055.Research output: Journal article publication › Journal article › Academic research › peer-review
Prizes
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Services Award (Team), Faculty Awards for Outstanding Performance/Achievement 2017/18
Leung, Hung Fat Frank (Recipient), Cheung, Chi Chung (Recipient) & Lau, Chun Fai Ivan (Recipient), Sept 2018
Prize: Honorary award › Honorary award (teaching and learning)
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Sensors (Journal)
Hung Fat Frank Leung (Guest editor)
Nov 2021 → Aug 2022Activity: Publication peer-review and editorial work › Editorial work for journals
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Non-Invasive Detection of Hypoglycemic and Hyperglycemic Episodes in People with Diabetes using Electroencephalogram Signals
Hung Fat Frank Leung (Examiner)
7 Apr 2021 → 28 May 2021Activity: Examination
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IEEE International Conference on Visual Communications and Image Processing (VCIP)
Hung Fat Frank Leung (Member of organizing committee)
1 Dec 2020 → 4 Dec 2020Activity: Participating in or organising an event › Organizer / committee member
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Sensors (Journal)
Hung Fat Frank Leung (Guest editor)
Nov 2019 → Dec 2020Activity: Publication peer-review and editorial work › Editorial work for journals
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HKIE transactions (Journal)
Hung Fat Frank Leung (Editor)
Jan 2018 → Dec 2023Activity: Publication peer-review and editorial work › Editorial work for journals