Head
Prof. Yves Wiaux
Links: research profile, BASP group
Research topics: Computational imaging research, from theory and algorithms to applications in astronomy and medicine. Keywords: inverse problems, data acquisition, dimensionality reduction, image estimation, uncertainty quantification, image analysis, deep learning, convex/ nonconvex optimisation, Bayesian sampling, radio astronomy, optical astronomy, magnetic resonance imaging, ultrasound imaging, novel optical imaging modalities, high performance computing
Members
Dr. Yoann Altmann
Links: research profile, BISC group
Research topics: Statistical signal and image processing, Bayesian inverse problems, Variational/approximate inference, neuromorphic computing and sensing
Dr. Alexander Belyaev
Links: research profile, homepage
Research topics: Visual computing, geometric modelling & processing, variational & PDE-based methods for image processing
Dr. Keith Brown
Links: research profile
Research topics: Underwater acoustics, bio-inspired sonar systems, intelligent diagnostics and control of complex systems, identification of underwater objects, autonomous underwater vehicles
Dr. Arwa Dabbech
Links: research profile, Google Scholar
Research topics: Image reconstruction, radio astronomy, large-scale imaging, inverse problems, optimisation algorithms, deep learning
Dr. Abderrahim Halimi
Links: research profile, homepage
Research topics: Statistical signal and image processing, with a particular interest in Bayesian inverse problems with applications to hyperspectral imaging, satellite altimetry and single photon depth imaging
Prof. Stephen McLaughlin
Links: research profile
Research topics: Signal and image processing: Algorithms, theory and associated applications
Dr. Joao Mota
Links: research profile, homepage
Research topics: High-dimensional data processing, optimization theory and algorithms, deep learning, inverse problems, learning theory, multimodal signal processing, control theory, network science, medical and biological imaging, autonomous systems
Dr. Audrey Repetti
Links: research profile, homepage
Research topics: Optimisation and fixed-point theory and algorithms, machine learning theory and algorithms, deep learning, inverse problems, Bayesian inference, computational imaging
Affiliated members
Prof. Yvan Petillot
Links: research profile, homepage
Research topics: Robotics and sensing, autonomous systems, image analysis and control, subsea applications, sonar image processing, target detection and recognition, MIMO and bio-inspired sonar systems, seabed classification, automatic target detection in clutter
Prof. Mathini Sellathurai
Links: research profile, homepage
Research topics: Wireless communications and radar technology, parasitic antenna technology and analogue beamforming and precoding techniques, cognitive and statistical signal processing, radar, LIDAR, Sonar, RF networks, network coding, cognitive radio, MIMO signal processing, satellite communications and underwater communications
