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Professor Schönlieb is Professor of Applied Mathematics at DAMTP and head of the Cambridge Image Analysis group (CIA). Moreover, she is the Director of the Cantab Capital Institute for the Mathematics of Information (CCIMI) and Director of the EPSRC Centre for Mathematical and Statistical Analysis of Multimodal Clinical Imaging (CMIH), a Fellow of Jesus College, Cambridge and co-Chair of the Cambridge Centre for Data Driven Discovery (C2D3). Currently I am also chairing the SIAM activity group on Imaging Sciences and the Applied Mathematics Committee of the European Mathematical Society (EMS).

Career

Positions:

  • since October 2018: Professor at DAMTP, University of Cambridge, UK.
  • October 2015 to September 2018: Reader at DAMTP, University of Cambridge, UK.
  • since October 2011: Fellow of Jesus College, Cambridge, UK.
  • September 2010 to September 2015: Lecturer at DAMTP, University of Cambridge, UK.
  • September 2009 to September 2010: Postdoc at NAM (Institute of Numerical and Applied Mathematics), Georg-August University Goettingen, Germany.
  • October 2008 to September 2009: Research Assistant at DAMTP, University of Cambridge.
  • October 2005 to October 2008: Research Assistant at the Faculty of Mathematics, University of Vienna, Austria.
  • September 2002 to June 2004: Research Assistant at the Department of Mathematics, University of Salzburg, Austria.

 

Education:

  • July 18, 2009: Admission to the degree Doctor of Philosophy, University of Cambridge (UK)
  • January 30, 2004: Master’s degree in Mathematics with Honors, University of Salzburg (Austria)

 

Honors and Awards:

  • 2020: Wolfson Fellowship, Royal Society UK.
  • 2019: Calderón Prize, Inverse Problems International Association.
  • 2017: Philip Leverhulme Prize.
  • 2016: Whitehead Prize, London Mathematical Society.
  • 2013: EPSRC Science Photo Award, 1st Prize in the Category People.
  • 2008: Mary Bradburn Award from the BFWG.
  • 2004: Scholarship from the University of Salzburg (Austria) for exceptional achievements as a student
  • 2002: Hans-Stegbuchner-Award from the Department of Mathematics, University of Salzburg (Austria).

Research

Professor Schönlieb's research interests focus on variational methods, partial differential equations and machine learning for image analysis, image processing and inverse imaging problems. She has active interdisciplinary collaborations with clinicians, biologists and physicists on biomedical imaging topics, chemical engineers and plant scientists on image sensing, as well as collaborations with artists and art conservators on digital art restoration.. More details the website of her research group, Cambridge Image Analysis (CIA).

Publications

Dynamic Sampling Schemes for Optimal Noise Learning Under Multiple Nonsmooth Constraints
L Calatroni, JC De Los Reyes, CB Schönlieb
– IFIP Advances in Information and Communication Technology
(2014)
443,
85
Total variation regularization in measurement and image space for PET reconstruction
M Burger, J Müller, E Papoutsellis, CB Schönlieb
– Inverse Problems
(2014)
30,
105003
ADI splitting schemes for a fourth-order nonlinear partial differential equation from image processing
L Calatroni, B Düring, CB Schönlieb
– Discrete & Continuous Dynamical Systems - A
(2014)
34,
931
Image denoising: Learning the noise model via nonsmooth PDE-constrained optimization
JC De Los Reyes, CB Schönlieb
– Inverse Problems & Imaging
(2013)
7,
1183
Phase reconstruction from velocity-encoded MRI measurements–a survey of sparsity-promoting variational approaches
M Benning, L Gladden, D Holland, C-B Schönlieb, T Valkonen
– Journal of magnetic resonance (San Diego, Calif. : 1997)
(2013)
238,
26
A primal-dual approach for a total variation Wasserstein flow
M Benning, L Calatroni, B Düring, CB Schönlieb
– Lecture Notes in Computer Science
(2013)
8085 LNCS,
413
Anisotropic Third-Order Regularization for Sparse Digital Elevation Models
J Lellmann, JM Morel, CB Schönlieb
– Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
(2013)
7893 LNCS,
161
A combined first and second order variational approach for image reconstruction
K Papafitsoros, CB Schönlieb
– Journal of Mathematical Imaging and Vision
(2013)
48,
308
Random simulations for generative art construction - Some examples
CB Schönlieb, F Schubert
– Journal of Mathematics and the Arts
(2013)
7,
29
Oriented diffusion filtering for enhancing low-quality fingerprint images
C Gottschlich, CB Schönlieb
– IET Biometrics
(2012)
1,
105
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Research Group

Cambridge Image Analysis

Room

F0.06

Telephone

01223 764251