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10 Jul 2024: Download the programme of talks. ... Download the detailed information sheet for participants.

2 Jul 2024: The full lecture notes are around 230 pages. They are also available to download at the arXiv.

10 Jul 2024: Search site. Cambridge Image Analysis. Xiaoyu Wang. Neural Network Training and Inversion with a Bregman Learning Framework. Abstract: Deep Neural Networks (DNNs) are powerful computing systems that have revolutionised a wide range of research

11 Jun 2024: Mathematics of Computation. Download:Numerical integration of Schrödinger maps via the Hasimoto transform. ... Download:Convergence analysis of oversampled collocation boundary element methods in 2D. Maierhofer, G., Huybrechs, D.

10 Jul 2024: Search site. Cambridge Image Analysis. Robert Tovey. Mathematical Challenges in Electron Microscopy. Abstract: Development of electron microscopes first started nearly 100 years ago and they are now a mature imaging modality with many applications

10 Jul 2024: Search site. Cambridge Image Analysis. Juheon Lee. Mapping individual trees from airborne multi-sensor imagery. Abstract: Airborne multi-sensor imaging is increasingly used to examine vegetation properties. The advantage of using multiple types of

17 Jan 2024: Warning: this link directly downloads a large pdf file of about 45 Mb).

10 Jul 2024: Search site. Cambridge Image Analysis. Joana Grah. Mathematical Imaging Tools in Cancer Research - From Mitosis Analysis to Sparse Regularisation. Abstract: This dissertation deals with customised image analysis tools in cancer research. In the

10 Jul 2024: Search site. Cambridge Image Analysis. Luca Calatroni. New PDE models for imaging problems and applications. Abstract: Variational methods and Partial Differential Equations (PDEs) have been extensively employed for the mathematical formulation of a

5 Jan 2024: JHEP 0908:006 (2009) arXiv:0905.2267 [hep-th]. With Ben Collie. Associated mathematica notebooks available for download here.

10 Jul 2024: Search site. Cambridge Image Analysis. Simone Parisotto. Anisotropic variational models and PDEs for inverse imaging problems. Abstract: In this thesis we study new anisotropic variational regularisers and partial differential equations (PDEs) for

10 Jul 2024: Search site. Cambridge Image Analysis. Derek Driggs. Machine Learning for COVID-19 Diagnosis and Prognostication: Lessons for Amplifying the Signal While Reducing the Noise. Abstract: Over the past decade, the overlap between machine learning and

22 Apr 2024: Peter Haynes: Publications list. Copies of any of these papers can be supplied on request, though it will be easier and quicker to download the paper yourself from the journal if

10 Jul 2024: Search site. Cambridge Image Analysis. Sebastian Lunz. Machine Learning in Inverse Problems - Learning Regularisation Functionals and Operator Corrections. Abstract: This thesis deals with the analysis and numerical simulation of anisotropic

10 Jul 2024: Search site. Cambridge Image Analysis. Philip Sellars. Minimal Labels, Maximum Gain. Image Classification with Graph-Based Semi-Supervised Learning. Abstract: In the last decade, the use and deployment of machine learning systems for computer vision

10 Jul 2024: Search site. Cambridge Image Analysis. Veronica Corona. Variational Multi-Task Models for Image Analysis: Applications to Magnetic Resonance Imaging. Abstract: This thesis deals with the study and development of several variational multi-task models

17 Jan 2024: More formats are available for download at the Perimeter Institute webpage.

10 Jul 2024: Search site. Cambridge Image Analysis. Ferdia Sherry. Structure-preserving machine learning for inverse problems. Inverse problems naturally arise in many scientific settings, and the study of these problems has been crucial in the development of

10 Jul 2024: Search site. Cambridge Image Analysis. Rob Hocking. Shell-Based Geometric Image and Video Inpainting. Abstract: The subject of this thesis is a class of fast inpainting methods (image or video) based on the idea of filling the inpainting domain in

10 Jul 2024: Search site. Cambridge Image Analysis. Kostas Papafitsoros. Novel higher order regularisation methods for image reconstruction. Abstract: In this thesis we study novel higher order total variation-based variational methods for digital image