Projects per year
Personal profile
Biography
Dr Wang Xin obtained her PhD from Nanyang Technological University(NTU). She was the research fellow at the Robotics Research Center, NTU from 2007 to 2009. She was a visiting Professor at National Metrology Centre, Singapore from November to December 2011. She was an Assistant Professor at Faculty of Engineering & Science, Universiti Tunku Abdul Rahman from 2009 to 2012. She was a visiting professor at Centre for Optical & Laser Engineering, NTU.
Currently, she is an Associate Professor at School of Engineering, Monash University Malaysia. She has published over 30 papers in peer-reviewed journals. Her research interests include optical metrology, remote sensing, non-destructive testing and machine vision.
Research interests
My present research focuses on optical metrology, remote sensing, non-destructive testing and machine vision. We develop novel optical testing and other non-destructive testing techniques in different fields, such as freeform surface measurement, underwater detection, defect inspection, and defense applications.
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
Projects
- 6 Finished
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Generative Adversarial Networks and Compressive Sensing for High Resolution Single-Pixel Imaging
Xin, W., Ismadi, M. P., Chiew, Y. S., Zhe, J. & Chong, E.
1/11/20 → 31/10/23
Project: Research
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Wake Dynamics and Instability Model in Near-boundary Stratified Flow for Wind Turbine Array Design Optimisation
Ismadi, M. P., Bin Mustapha, F., Othman, A. R., Xin, W. & Ming Kwang, T.
1/01/19 → 30/09/22
Project: Research
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Biometric Cryptosystems: A New Fuzzy Symmetric Encryption Scheme (FSE) for Security and Privacy Protection
Zhe, J., Wong, K. S., Nailah, N., Xin, W., Liang, S. & Liu, J.
1/01/19 → 30/09/22
Project: Research
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Preliminary Study Crack Detection for Long Housing Aluminium Casting Using Vibration Method
20/06/17 → 19/06/19
Project: Research
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Investigation of the characteristics and effects of target reflection and illumination factors for accurate Three-dimensional (3D) reconstruction
Xin, W., Chew, K. W., Chang, W. S., A/L Ratnam, M. M. & Ye Chow, K.
1/08/16 → 31/07/19
Project: Research
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A comparison between fourier and Hadamard Single-Pixel Imaging in deep learning-enhanced image reconstruction
Lim, J. Y., Roslan, M. R., Lim, J. Y., MonnBaskaran, V., Chiew, Y. S., Phan, R. C. W. & Wang, X., Sept 2023, In: IEEE Sensors Letters. 7, 9, p. 2475-1472 4 p.Research output: Contribution to journal › Article › Research › peer-review
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Active mode single-pixel non-line-of-sight imaging system based on second-order correlation and diffraction
Li, M., Xu, X., Wang, X., Yao, Z. & Wang, X., Jan 2023, In: Journal of Optics. 25, 1, 9 p., 015702.Research output: Contribution to journal › Article › Research › peer-review
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A deep context learning based PCB defect detection model with anomalous trend alarming system
Lim, J. Y., Lim, J. Y., Baskaran, V. M. & Wang, X., Mar 2023, In: Results in Engineering. 17, 17 p., 100968.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus) -
Automatic pavement crack segmentation using a generative adversarial network (GAN)-based convolutional neural network
Pan, Z., Lau, S. L. H., Yang, X., Guo, N. & Wang, X., Sept 2023, In: Results in Engineering. 19, 12 p., 101267.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Effects of multi-walled carbon nanotubes on the combustion, performance, and emission characteristics of a single-cylinder diesel engine fueled with palm-oil biodiesel-diesel blend
Ooi, J. B., Chuin Kau, C., Naveen Manoharan, D., Wang, X., Tran, M-V. & Mun Hung, Y., 15 Oct 2023, In: Energy. 281, 10 p., 128350.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile1 Citation (Scopus)