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  2. Derek Driggs | Cambridge Image Analysis

    www.damtp.cam.ac.uk/research/cia/derek-driggs
    19 Jun 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
  3. Luca Calatroni | Cambridge Image Analysis

    www.damtp.cam.ac.uk/research/cia/luca-calatroni
    19 Jun 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
  4. 17 Jan 2024: More formats are available for download at the Perimeter Institute webpage.
  5. Rob Hocking | Cambridge Image Analysis

    www.damtp.cam.ac.uk/research/cia/rob-hocking
    19 Jun 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
  6. Sebastian Lunz | Cambridge Image Analysis

    www.damtp.cam.ac.uk/research/cia/sebastian-lunz
    19 Jun 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
  7. Philip Sellars | Cambridge Image Analysis

    www.damtp.cam.ac.uk/research/cia/philip-sellars
    19 Jun 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
  8. Simone Parisotto | Cambridge Image Analysis

    www.damtp.cam.ac.uk/research/cia/simone-parisotto
    19 Jun 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
  9. Ferdia Sherry | Cambridge Image Analysis

    www.damtp.cam.ac.uk/research/cia/ferdia-sherry
    19 Jun 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. 12 Apr 2024: 3. Download a simulator for the 2d Ising model; you can find examples, in several.
  11. Veronica Corona | Cambridge Image Analysis

    www.damtp.cam.ac.uk/research/cia/veronica-corona
    19 Jun 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

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