Research Interests
Video Analysis
Detection, segmentation and tracking; trajectory prediction, pose estimation and behaviour analysis; video anomaly detection and localization.
Multimedia Computing
Multimodal content analysis for online safety, detecting and understanding harmful content online.
Machine Learning
Self-supervised learning, transfer learning, incremental learning, multi-modal learning.
Medical Image/Video Analysis
Ultrasound, neuro-facial image analysis; image/video segmentation; and human motion analysis for health monitoring.
Satellite and Drone Imagery Analysis
Early detection of disasters and monitoring environmental changes.
AI for Science
Computational social science, biomedicine, engineering, and environment.