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Dr Carola-Bibiane Schönlieb

Dr Carola-Bibiane Schönlieb

Image reconstruction and analysis

DAMTP
Centre for Mathematical Sciences
Wilberforce Road

Cambridge , Cambridgeshire CB3 0WA
Office Phone: 01223 764251

Research Interests

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.
For more details see our Research page.
This group is mainly funded by EPSRC, the Newton Trust, the Wellcome Trust, and the Royal Society.



Keywords

Statistics ; Incomplete Data ; Adaptive Learning ; Image analysis ; Algorithms ; Healthcare ; Machine Learning ; Image processing