Image reconstruction and analysis
Centre for Mathematical Sciences
Cambridge , Cambridgeshire CB3 0WA
Departments and Institutes
The Cambridge Image Analysis Group (CIA) in DAMTP specialises in the mathematics of digital image and video processing using partial differential equations and variational methods. We are interested in all aspects of mathematical imaging:
- Image reconstruction and enhancement from corrupted and under sampled measurements
- Compressed sensing
- Sparsity promoting regularisation such as total variation and higher-order regularisation
- Image restoration
- Image segmentation and object tracking
- Large scale computing
- Applications in processing of photographs, biomedical imaging (MRI, PET/SPECT, microscopy imaging), arts restoration, forensics, just to name a few.
This group is mainly funded by EPSRC, the Newton Trust, the Wellcome Trust, and the Royal Society.
Statistics ; Incomplete Data ; Adaptive Learning ; Image analysis ; Algorithms ; Healthcare ; Machine Learning ; Image processing