skip to content

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

Bilevel Parameter Learning for Higher-Order Total Variation Regularisation Models.
JC De Los Reyes, C-B Schönlieb, T Valkonen
– J Math Imaging Vis
(2016)
57,
1
Mapping individual trees from airborne multi-sensor imagery
J Lee
(2016)
Infimal Convolution Regularisation Functionals of BV and $\varvec{\mathrm {L}}^{\varvec{p}}$ L p Spaces
M Burger, K Papafitsoros, E Papoutsellis, C-B Schönlieb
– Journal of mathematical imaging and vision
(2016)
55,
343
The structure of optimal parameters for image restoration problems
JC De Los Reyes, CB Schönlieb, T Valkonen
– Journal of Mathematical Analysis and Applications
(2016)
434,
464
Mapping individual trees from airborne multi-sensor imagery
J Lee, X Cai, CB Schonlieb, D Coomes
– International Geoscience and Remote Sensing Symposium (IGARSS)
(2015)
2015-November,
5411
A generalized model for optimal transport of images including dissipation and density modulation
J Maas, M Rumpf, C Schönlieb, S Simon
– ESAIM: Mathematical Modelling and Numerical Analysis
(2015)
49,
1745
Analysis and Application of a Nonlocal Hessian
J Lellmann, K Papafitsoros, C Schönlieb, D Spector
– SIAM Journal on Imaging Sciences
(2015)
8,
2161
Variational Depth from Focus Reconstruction
M Moeller, M Benning, C Schönlieb, D Cremers
– IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
(2015)
24,
5369
Nonparametric image registration of airborne LiDAR, hyperspectral and photographic imagery of wooded landscapes
J Lee, X Cai, CB Schönlieb, DA Coomes
– IEEE Transactions on Geoscience and Remote Sensing
(2015)
53,
6073
Imaging with Kantorovich-Rubinstein discrepancy
J Lellmann, DA Lorenz, C Schönlieb, T Valkonen
– SIAM Journal on Imaging Sciences
(2014)
7,
2833
  • <
  • 16 of 19
  • >

Research Group

Cambridge Image Analysis

Room

F0.06

Telephone

01223 764251