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Dr Carola-Bibiane Schönlieb

Contact information

01223 764251

DAMTP
Centre for Mathematical Sciences
Wilberforce Road
Cambridge
CB3 0WA
United Kingdom

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.

Publications

About us

The Cambridge Centre for Data-Driven Discovery (C2D3) brings together researchers and expertise from across the academic departments and industry to drive research into the analysis, understanding and use of data science.

The Centre is funded by a series of collaborations with partners in business and industry which have an interest in using data science for the benefit of their customers and their organisations. Our founding partner is Aviva, the UK’s leading insurance company. We work with industrial partners to build a portfolio of collaborative research projects, provide professional development opportunities for their own staff and access to the full breadth and depth of the University’s talent pool in the area of data science.

With unprecedented access to increasing volumes of data, our research ranges from the underlying fundamentals in mathematics and computer science, to data science applications across all six University Schools of Arts and Humanities, Biological Sciences, Clinical Medicine, Humanities and Social Sciences, Physical Sciences, and Technology.

In parallel, our research addresses important issues around law, ethics and economics, in order to apply data science to solve challenging problems for society.

C2D3 supports collaboration and knowledge transfer in this growing field.

Join us.