Personal profile
Personal profile
Dr. Yue Ma’s research lies at the intersection of computer vision, non-destructive testing (NDT), and multi-sensor fusion, with a particular emphasis on the research and application of machine vision. In visual perception, he focuses on deeply integrating heterogeneous sensor signals and building deployable systems for intelligent manufacturing, NDT, industrial inspection and monitoring related industrial scenarios. By leveraging key object detection methods and deep learning, he achieves precise recognition and tracking of multi-scale targets in complex environments, providing technical support for additive manufacturing, intelligent manufacturing, and special-purpose robotics. His current work also centers on embodied intelligent robots, exploring how platforms with multimodal perception and advanced locomotion can execute tasks in dynamic, complex settings.
Dr. Yue Ma’s group is continuously recruiting highly self-motivated undergraduate, master’s, and PhD students who are interested in these research areas to join the team or engage in collaborations. In recent years, students supervised by Dr. Ma—at both undergraduate and graduate levels—have successfully advanced to programs at The Chinese University of Hong Kong, The Hong Kong University of Science and Technology, the University of Edinburgh, and Monash University, or have taken positions at leading companies such as China Southern Power Grid, State Grid, Shenzhen Capital Group, Huawei, and DJI.
Education/Academic qualification
PhD, Monash University
2018 → 2021
Bachelor, First class Honours degree (H1), Monash University
2015 → 2017
Bachelor, Central South University
2012 → 2017
External positions
Assistant Professor, Shenzhen University
Jan 2024 → Oct 2025
Lecturer, North China Electric Power University
Aug 2022 → Nov 2023
Research areas
- Structural Health Monitoring
- Thermal imaging
- Non-destruction testing
- Deep Learning
- Embodied AI
Keywords
- TJ Mechanical engineering and machinery
- AI Indexes (General)
Person Types
- Staff
Collaborations and top research areas from the last five years
Projects
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Research on Precise Non-destructive Testing Technology for Offshore Wind Turbine Blades Based on Multimodal Perception Fusion
Ma, Y. (PI)
Project: Internal Research Project
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Development of a MicroLED Wafer Defect Detection System Based on Infrared Technology
Ma, Y. (PI)
Project: Internal Research Project
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Development of a Robotic Thermal Infrared Laser Scanning Fusion Inspection System (THERMO-LIO)
Ma, Y. (Team member), Tian, Y. (PI) & Lu, D. (Team member)
Project: Collaborative Research Project
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Current Challenges and Advancements of Aerial Thermography for Outdoor Structural Health Monitoring : A Review
Ma, Y., Zeng, Z., Luo, Z., Tao, N., Deng, L. & Tian, Y., 2024, In: IEEE Sensors Journal.Research output: Contribution to journal › Review article › peer-review
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Defect recognition in sonic infrared imaging by deep learning of spatiotemporal signals
Jinfang, X., Zeng, Z., Ma, Y., Pan, Y., Wu, X., Han, X. & Tian, Y., 2024, In: Engineering Applications of Artificial Intelligence.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Intelligent detection algorithm based on 2D/3D-UNet for internal defects of carbon fiber composites
He, Y., Mu, X., Wu, J., Ma, Y., Yang, R., Zhang, H., Wang, P., Wang, H. & Wang, Y., 2024, In: Nondestructive Testing and Evaluation.Research output: Contribution to journal › Article › peer-review
39 Citations (Scopus) -
Structural Health Monitoring of Large Scale Geomembrane Floating Covers Using Solar Energy
Ma, Y., Vien, B., Kuen, T. & Chiu, W., 2023, In: IEEE Sensors Journal.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Thermographic monitoring of scum accumulation beneath floating covers
Ma, Y., Rose, F., Wong, L., Vien, B., Kuen, T., Rajic, N., Kodikara, J. & Chiu, W., 2021, In: Remote Sensing.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus)
Activities
- 1 Organising an event e.g. a conference, workshop, …
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10TH ASIA-PACIFIC WORKSHOPS ON STRUCTURAL HEALTH MONITORING 2024
Yue Ma (Participant)
Oct 2024Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …