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About the Group

The Cambridge Image Analysis Group (CIA) in DAMTP is specialising in the mathematics of digital image and video processing using partial differential equations and variational methods. Our research ranges from the modelling and analysis of such methods to their computational realisation and application. In particular, we are interested in

  • Image retrieval and enhancement from corrupted and under sampled measurements
  • Sparsity promoting regularisation such as total variation and higher-order regularisation
  • Image restoration
  • Image segmentation and object tracking
  • Image registration and motion compensation
  • Large scale computing
  • Machine learning, in particular deep learning and graphical models
  • Optimisation
  • Applications in processing of photographs, biomedical imaging (MRI, PET/SPECT, microscopy imaging), arts restoration, remote sensing, just to name a few.

For more details see our Research page.

 

  This group is mainly funded by EPSRC, the Leverhulme Trust, the Newton Trust,
the Wellcome Trust, and the Royal Society.