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Joana Grah | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/joana-grah19 Jun 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 -
Juheon Lee | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/juheon-lee19 Jun 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 -
Xiaoyu Wang | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/xiaoyu-wang19 Jun 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 -
Robert Tovey | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/robert-tovey19 Jun 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 -
Derek Driggs | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/derek-driggs19 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 -
Luca Calatroni | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/luca-calatroni19 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 -
Rob Hocking | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/rob-hocking19 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 -
Sebastian Lunz | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/sebastian-lunz19 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 -
Philip Sellars | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/philip-sellars19 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 -
Simone Parisotto | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/simone-parisotto19 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
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