Research
Research areas
01
Industrial Automation
Instrumentation, supervision and automation of industrial processes, from sensing and measurement through to plant-level decision making.
Instrumentation · Process supervision · Fault detection · SCADA
02
Sensor and Data Fusion
Combining evidence from multiple sensors and information sources so that a system is more accurate and more robust than any single source.
Multi-sensor fusion · OWA operators · Estimation · Evidence theory
03
Intelligent Information Processing
Machine learning and data-driven inference applied to complex, high-dimensional and often incomplete real-world data.
Machine learning · Spatio-temporal inference · Classifier fusion
04
Robotics, Control and Autonomous Systems
Unified perception, control and autonomy for robots and intelligent machines that must act reliably under uncertainty.
Robotics · Adaptive control · Autonomous systems · Motion planning · Haptics
05
Intelligent Transportation
Sensing, estimation and decision making for transportation networks and vehicles.
ITS · Traffic estimation · Vehicular systems
06
AI in Healthcare
Computational methods and AI for medical imaging, diagnosis and clinical decision support — built to be robust, interpretable and safe to deploy.
Medical imaging · Clinical decision support · Image fusion · Trustworthy AI