About
Xiaohao Cai is a Lecturer (Assistant Professor equivalent) in the School of Electronics and Computer Science at the University of Southampton. He received his PhD degree in mathematics from The Chinese University of Hong Kong in 2012. He afterwards was a Postdoctoral Researcher at the Department of Mathematics of the Technische Universitat Kaiserslautern in Germany. After that he was a Wellcome Trust Research Fellow and Issac Newton Trust Research Fellow, affiliated with the Department of Plant Sciences, and Department of Applied Mathematics and Theoretical Physics at the University of Cambridge. Thenceforth, before joining Southampton, he was a Research Fellow in the Mullard Space Science Laboratory (MSSL) at University College London (UCL).
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Research
Research groups
Research interests
- Image/signal/data processing
- Computer vision
- Machine learning
- Optimisation
Current research
Xiaohao Cai has broad multi-disciplinary research interests in applied mathematics, statistics, and computer science, with main focus and applications in image/signal/data processing, computer vision, machine learning and optimisation.
In particular, he is also interested in, but not limited to
- segmentation and classification
- pattern recognition
- image reconstruction
- image registration
- wavelets
and their applications in, but not limited to
- digital imaging
- medical imaging
- remote sensing
- radio interferometric imaging
- big-data analysis
Research projects
Completed projects
Publications
Supervision
Current PhD Students
Teaching
COMP3204: Computer Vision
COMP6223: Computer Vision (MSc)
COMP6208: Advanced Machine Learning
COMP6252: Deep Learning Technologies
COMP3200: Part III Individual Project
COMP6200: MSc Project