7 citations · 28 across the 37 of their papers we have counts for
16 papers · 1 filter
Regularized Compression of MRI Data: Modular Optimization of Joint Reconstruction and Coding
Veronica Corona, Yehuda Dar, Guy Williams +1
The Magnetic Resonance Imaging (MRI) processing chain starts with a critical acquisition stage that provides raw data for reconstruction of images for medical diagnosis. This flow…
A Linear Transportation Distance for Pattern Recognition
Oliver M. Crook, Mihai Cucuringu, Tim Hurst +3
The transportation distance, denoted , has been proposed as a generalisation of Wasserstein distances motivated by the property that it…
Unsupervised Image Restoration Using Partially Linear Denoisers
Rihuan Ke, Carola-Bibiane Schönlieb
Deep neural network based methods are the state of the art in various image restoration problems. Standard supervised learning frameworks require a set of noisy measurement and cle…
Scanning electron diffraction tomography of strain
Robert Tovey, Duncan N. Johnstone, Sean M. Collins +4
Strain engineering is used to obtain desirable materials properties in a range of modern technologies. Direct nanoscale measurement of the three-dimensional strain tensor field wit…
Image reconstruction in dynamic inverse problems with temporal models
Andreas Hauptmann, Ozan Öktem, Carola Schönlieb
The paper surveys variational approaches for image reconstruction in dynamic inverse problems. Emphasis is on methods that rely on parametrised temporal models. These are here enco…
Art Speaks Maths, Maths Speaks Art
Ninetta Leone, Simone Parisotto, Kasia Targonska-Hadzibabic +4
Our interdisciplinary team Mathematics for Applications in Cultural Heritage (MACH) aims to use mathematical research for the benefit of the arts and humanities. Our ultimate goal…