Personal profile
Related links
Qualifications
Doctor of Philosophy, University of New South Wales
Research keywords
- biomedical engineering
- electronics
- embedded systems
- internet-of-things
- wireless communications
- networking
- computing
- artificial intelligence
- instrumentation
- automation
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):
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SDG 3 Good Health and Well-being
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
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Smartphone-based eye tracking system using edge intelligence and model optimisation
Gunawardena, N., Lui, G. Y., Ginige, J. A. & Javadi, B., 2025, In: Internet of Things. 29, 17 p., 101481.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)84 Downloads (Pure) -
Deep Learning based Eye Tracking on Smartphones for Dynamic Visual Stimuli
Gunawardena, N., Ginige, J. A., Javadi, B. & Lui, G., 2024, In: Procedia Computer Science. 246, C, p. 3733-3742 10 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus) -
Electrodeless heart and respiratory rate estimation during sleep using a single fabric band and event-based edge processing
Jayarathna, T., Gargiulo, G. D., Lui, G. Y. & Breen, P. P., Sept 2022, In: Sensors. 22, 17, 24 p., 6689.Research output: Contribution to journal › Article › peer-review
Open Access8 Citations (Scopus) -
Mobile device eye tracking on dynamic visual contents using edge computing and deep learning
Gunawardena, N., Ginige, J. A., Javadi, B. & Lui, G., 8 Jun 2022, Proceedings of the ACM Symposium on Eye Tracking Research and Applications (ETRA 2022), June 8-11, 2022, Seattle, WA, USA. Association for Computing Machinery, 3 p. 38Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review
1 Citation (Scopus) -
Performance analysis of CNN models for mobile device eye tracking with edge computing
Gunawardena, N., Ginige, J. A., Javadi, B. & Lui, G., 2022, Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2022), 7 - 9 September 2022, Verona, Italy. Elsevier, Vol. 207. p. 2291-2300 10 p.Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review
Open Access11 Citations (Scopus)
Projects
- 4 Finished
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Smart, low cost model resuscitation system with real time compression detection
Jayarathna, T. (PI) & Lui, G. (Investigator)
1/07/22 → 31/12/22
Project: Research
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Smart Watch Digital Health Technology for Next Generation Psychological Virtual Care
Lui, G. (PI), Breen, P. (Investigator), Antoniou, M. (Investigator) & Jayarathna, T. (Investigator)
3/05/21 → 16/07/21
Project: Research
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Review of existing and emerging technological trends in digital health care delivery [Via IAG]
Breen, P. (PI) & Lui, G. (Investigator)
1/08/20 → 30/11/20
Project: Research
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Frontiers Technology Clinical Academic Group: disruptive innovation in healthcare
Stevens, K. (PI), Breen, P. (Investigator), Gargiulo, G. (Investigator), Garrido, S. (Investigator), Lui, G. (Investigator), Wright, D. (Investigator), Weidemann, G. (Investigator), Watson, T. (Investigator) & Gu, F. (Investigator)
1/01/19 → 31/03/23
Project: Research
Datasets
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MobileEYE: Deep-Learning-based Mobile Device Eye Tracking Solution for Dynamic Visuals
Gunawardena, K., Ginige, J., Javadi, B. & Lui, G., Western Sydney University, 2024
DOI: 10.26183/0ryn-p137, https://research-data.westernsydney.edu.au/published/c128a1606b1711efac071f166c32d99b
Dataset