Dr Kien Nguyen Thanh
Faculty of Engineering,
School of Electrical Engineering & Robotics
Personal details
Positions
- Senior Research Fellow
Faculty of Engineering,
School of Electrical Engineering & Robotics
Keywords
Machine Learning, Computer Vision, Artificial Intelligence, Biometrics, Surveillance, Semantic Segmentation, Remote Sensing, Physics-informed Machine Learning, Satellite Imagery
Research field
Artificial Intelligence and Image Processing, Computation Theory and Mathematics
Field of Research code, Australian and New Zealand Standard Research Classification (ANZSRC), 2008
Qualifications
- Doctor of Philosophy (Queensland University of Technology)
Teaching
CAB420 Machine Learning PCB593 Digital Image Processing
Experience
Computer Vision Machine/Deep Learning Applications of Computer Vision and Deep Learning in Biometrics (Face and Iris identification), Surveillance, Medical Imaging, Human Detection and Tracking, Emotion Recognition, Action/Activity Recognition.
Publications
- Nguyen, K., Fookes, C., Sridharan, S. & Ross, A. (2023). Complex-valued Iris Recognition Network. IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(1), 182–196. https://eprints.qut.edu.au/230669
- Li, F., Yigitcanlar, T., Nepal, M., Nguyen Thanh, K. & Dur, F. (2023). Machine Learning and Remote Sensing Integration for Leveraging Urban Sustainability: A Review and Framework. Sustainable Cities and Society, 96. https://eprints.qut.edu.au/239631
- Hewa Thondilege, A., Nguyen Thanh, K., Sridharan, S. & Fookes, C. (2022). Accurate 3D hand mesh recovery from a single RGB image. Scientific Reports, 12(1). https://eprints.qut.edu.au/233432
- Nguyen, K., Le, M., Martin, B., Cil, I. & Fookes, C. (2022). When AI meets store layout design: a review. Artificial Intelligence Review, 55(7), 5707–5729. https://eprints.qut.edu.au/230670
- Nguyen, K., Fookes, C. & Sridharan, S. (2020). Constrained Design of Deep Iris Networks. IEEE Transactions on Image Processing, 29, 7166–7175. https://eprints.qut.edu.au/209537
- Nguyen, K., Fookes, C. & Sridharan, S. (2020). Context from within: Hierarchical context modeling for semantic segmentation. Pattern Recognition, 105. https://eprints.qut.edu.au/200208
- Ahmedt Aristizabal, D., Denman, S., Nguyen Thanh, K., Sridharan, S., Dionisio, S. & Fookes, C. (2019). Understanding patients' behavior: Vision-based analysis of seizure disorders. IEEE Journal of Biomedical and Health Informatics, 23(6), 2583–2591. https://eprints.qut.edu.au/126909
- Nguyen Tien, D., Nguyen Thanh, K., Sridharan, S., Dean, D. & Fookes, C. (2018). Deep spatio-temporal feature fusion with compact bilinear pooling for multimodal emotion recognition. Computer Vision and Image Understanding, 174, 33–42. https://eprints.qut.edu.au/121701
- Nguyen Thanh, K., Fookes, C., Sridharan, S., Tistarelli, M. & Nixon, M. (2018). Super-resolution for biometrics: A comprehensive survey. Pattern Recognition, 78, 23–42. https://eprints.qut.edu.au/223659
- Nguyen Thanh, K., Sridharan, S., Denman, S. & Fookes, C. (2012). Feature-domain super-resolution framework for Gabor-based face and iris recognition. Proceedings of the 25th IEEE International Conference on Computer Vision and Pattern Recognition 2012, 2642–2649. https://eprints.qut.edu.au/49250
QUT ePrints
For more publications by Kien, explore their research in QUT ePrints (our digital repository).
Supervision
Current supervisions
- Multimodal Co-learning AI meets Remote Sensing
PhD, Principal Supervisor
Other supervisors: Professor Clinton Fookes, Professor Sridha Sridharan - Modelling Urban Heat Vulnerability Through Machine Learning and Remote Sensing: the Case of Logan Local Government Area
PhD, Associate Supervisor
Other supervisors: Professor Tan Yigitcanlar, Dr Madhav Nepal - Towards Unsupervised and Transparent Deep Learning for Aerial Person Re-ID
PhD, Principal Supervisor
Other supervisors: Professor Sridha Sridharan, Professor Clinton Fookes - Efficient Sub-nets for Onboard Space AI
PhD, Associate Supervisor
Other supervisors: Professor Clinton Fookes - Adversarial Machine Learning Attacks on Industrial Control Systems
PhD, Associate Supervisor
Other supervisors: Associate Professor Yue Xu, Dr Zahra Jadidi