Research at the Signal and Image Processing Group (SIPG) focus on the development of a fundamental theory for signal processing on manifolds, e.g., performance bonds, optimization algorithms, filtering, manifold learning. Application areas are wireless communications, including blind equalization and source separation; underwater, including acoustic communications and video compression and analysis; time-frequency analysis; image analysis, including statistical modelling; and video processing, including motion estimation, tracking of deformable models and inference of 3D structure.
Research Areas
Distributed Information Processing –
Image Processing and Computer Vision
Ocean Acoustics
Geographic and Network Localization