AI and data science

The huge amounts of data we now have access to only have value by extracting the knowledge and insights that come from it. Finding ways that enable machines to extract this knowledge and insight without need for human intervention opens up whole new avenues of data exploration.

Key research expertise

Machine learning

Statistical ML
Uncertainty/fuzzy systems
Intelligence reasoning
Deep learning
Inductive logic programming

Machine learning applications

Web intelligence
Machine translation
Bioinformatics
Semantic image analysis
Robotics
Natural intelligent systems
Computational neuroscience

Computer vision, image processing and visual communications

Image and video communications
Robust video communications
Rate-quality optimisation
Egocentric vision
Image and video understanding: movements, actions, routines, anomaly detection
Virtual, augmented and mixed reality systems
Video tracking and simultaneous location and mapping (SLAM)
Perceptual analysis of video, quality assessment and metrics, immersive measurements
Detection and classification of difficult targets and camouflage, biometrics
Medical image analysis, digital health applications and bio-imaging
Statistical and sparse image processing, computational imaging
Vision for autonomous systems
Noise reduction and intelligent image enhancement