Projects per year
Personal profile
Biography
Dr. Xin Wang obtained her PhD from Nanyang Technological University (NTU). She served as a research fellow at the Robotics Research Center, NTU, from 2007 to 2009 and as an Assistant Professor at the Faculty of Engineering & Science, Universiti Tunku Abdul Rahman, from 2009 to 2012. She joined the School of Engineering at Monash University Malaysia campus as a senior lecturer in 2012 and has been an Associate Professor there since 2018. Dr. Wang was a visiting professor at the National Metrology Centre, Singapore, in 2011, and at the Centre for Optical & Laser Engineering, NTU, in 2016.
Dr. Wang's research interests include machine vision, image processing, laser sensing, optical metrology, deep learning, AI applications in healthcare, non-destructive testing, and structural health monitoring. She has published 2 book chapters and over 70 peer-reviewed journal papers. Dr. Wang is a Chartered Engineer and a Senior Member of IEEE
Research interests
My research focuses on machine vision, image processing, laser sensing, optical metrology, deep learning, AI applications in healthcare, non-destructive testing, and structural health monitoring.
Monash teaching commitment
- MEC3457 - Systems and Control
- MEC4801 - Non-Destructive Testing and Inspection
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):
Research area keywords
- Intelligent non-destructive testing and evaluation
- optical metrology
- machine vision and deep learning
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Real-Time Palm Fruit Bunch (PFB) Ripeness Detection Using UAV
Xin, W. (Primary Chief Investigator (PCI)) & Chiew, Y. S. (Chief Investigator (CI))
1/01/25 → 31/12/25
Project: Research
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Development of Forward Osmosis Membrane Condensation Technology for Flue Gas Water Recovery Based on Carbon Neutrality
Xin, W. (Primary Chief Investigator (PCI)), Ma, H. (Chief Investigator (CI)) & Tong, Y. (Chief Investigator (CI))
1/01/25 → 31/12/25
Project: Research
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Decoding the Role of Valency in Multi-valent Ion Partitioning through Ion-Exchange Membranes: A Molecular Theory Approach
Goh, K. B. (Primary Chief Investigator (PCI)), Yew Mun, H. (Chief Investigator (CI)), Xin, W. (Chief Investigator (CI)), Chin Vern, Y. (Chief Investigator (CI)) & Teng, K. H. (Chief Investigator (CI))
1/10/23 → 30/09/26
Project: Research
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Bayesian Monte Carlo predictive approach for non-metallic pipe damage assessment using multimodal guided wave technique
Ismadi, M.-Z. P. (Primary Chief Investigator (PCI)), Xin, W. (Chief Investigator (CI)), Ming Kwang, T. (Chief Investigator (CI)), Gan, T.-H. (Chief Investigator (CI)) & Shamsudin, M. F. (Chief Investigator (CI))
1/10/23 → 30/09/26
Project: Research
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Develop a Demonstration Platform for Indoor Hybrid VLC System
Xin, W. (Primary Chief Investigator (PCI)) & Parthiban, R. (Chief Investigator (CI))
1/07/21 → 31/08/23
Project: Research
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3D profile-based pothole segmentation and quantification
Pan, Z., Guan, J., Yang, X., Guo, A. & Wang, X., 11 Jan 2024, In: International Journal of Hydromechatronics. 7, 1, p. 16-30 15 p.Research output: Contribution to journal › Article › Research › peer-review
3 Citations (Scopus) -
A Comparative Study of Deep Learning Models for Image Super-Resolution
Lim, J. Y., Chiew, Y. S., Phan, R. C. W. & Wang, X., 2024, Asia Conference on Electronic Technology, ACET 2024. Jiang, X. (ed.). SPIE - International Society for Optical Engineering, 1321105. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13211).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other
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A Parameter-free model for long-term concrete creep prediction
Li, C., Lim, C. H. & Wang, X., 2024, APSIPA ASC 2024 - Asia Pacific Signal and Information Processing Association Annual Summit and Conference 2024. Wang, Y., Zhang, L., Man Pun, C. & Tian, J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Comparative Virtual Trials: Pressure-Controlled versus Volume-Controlled Stochastic Integrated Model-Based Mechanical Ventilation Protocols
Ang, C. Y. S., Chiew, Y. S., Wang, X., Ooi, E. H., Nor, M. B. M., Zhou, C. & Chase, J. G., 2024, 12th IFAC Symposium on Biological and Medical Systems BMS 2024. 24 ed. Elsevier, Vol. 58. p. 100-105 6 p. (IFAC-PapersOnLine).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other
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Enhancing single-pixel imaging reconstruction using hybrid transformer network with adaptive feature refinement
Lim, J., Chiew, Y., Phan, R. C. W., Chong, E. K. P. & Wang, X., 23 Aug 2024, In: Optics Express. 32, 18, p. 32370-32386 17 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus)
Prizes
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ITEX 2018-Silver Medal
Xin, W. (Recipient), Ming Kwang, T. (Recipient), Boon Thong, T. (Recipient), Boey, E. C. M. (Recipient), Yoong, T. Y. F. (Recipient) & Eng, Z. J. (Recipient), 2018
Prize: Prize (including medals and awards)
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ITEX 2021-Gold Medal
Chiew, Y. S. (Recipient), Qing Arn, N. (Recipient), Xin, W. (Recipient) & Nor, M. B. M. (Recipient), 2021
Prize: Prize (including medals and awards)
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2024 3rd International Conference on Geographic Information and Remote Sensing Technology (GIRST 2024)
Xin, W. (Member of programme committee)
2024Activity: Participating in or organising an event types › Contribution to conference
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PLoS ONE (Journal)
Xin, W. (Editorial board member)
2024 → …Activity: Publication peer-review and editorial work types › Editorial responsibility
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International Journal of Hydromechatronics (Journal)
Xin, W. (Editorial board member)
2024 → …Activity: Publication peer-review and editorial work types › Editorial responsibility
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IEEE International Conference on Systems, Man, and Cybernetics 2024
Xin, W. (Member of programme committee)
2024Activity: Participating in or organising an event types › Contribution to conference
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External Examiner cum External Assessor of HELP College of Arts and Technology
Xin, W. (Examiner)
Jul 2017 → Jul 2019Activity: External Academic Engagement › Peer review panel or committee