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Staff Profile Main Details

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Areas of Expertise

  • Computer vision
  • Machine learning
  • Astrophysics image analysis
  • AI-assisted healthcare
  • Medical image analysis

Publications

  1. & Manifold Modeling of the Beating Heart Motion. In Medical Image Understanding and Analysis. (pp. 229-238). Medical Image Analysis and Understanding.
  2. & Evaluation of cupboard door sensors for improving activity recognition in the kitchen. Presented at PerHealth workshop, Athens, Greece: PerHealth2018 – Third IEEE PerCom Workshop on Pervasive Health Technologies.
  3. & Energy expenditure estimation using visual and inertial sensors. IET Computer Vision
  4. & (2014). Online quality assessment of human movement from skeleton data. Presented at BMVC 2014 - Proceedings of the British Machine Vision Conference 2014, doi:10.5244/C.28.79
  5. & (2015). Skeleton-Free Body Pose Estimation from Depth Images for Movement Analysis. Presented at Proceedings of the IEEE International Conference on Computer Vision, doi:10.1109/ICCVW.2015.49

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Supervision

  • Estimating Left Ventricle Displacement Due To Heartbeat Using Manifold Learning and Deep Learning (current)

    Student name:
    MRes
    Other supervisor: Dr Xianghua Xie
  • Untitled (current)

    Student name:
    MSc
    Other supervisor: Dr Bob Laramee
  • 4D reconstruction of solar active regions from multi-spectral images using deep learning (current)

    Student name:
    PhD
    Other supervisor: Dr Xianghua Xie
  • 'Generative Modelling in Non-Euclidean Domains' (current)

    Student name:
    MRes
    Other supervisor: Dr Xianghua Xie
  • Interactive Visualization of Molecular Dynamics Simulation Data (current)

    Student name:
    PhD
    Other supervisor: Dr Bob Laramee
  • Visual Analysis of Translation Data (current)

    Student name:
    PhD
    Other supervisor: Dr Bob Laramee
  • 'Deep Learning Methods for Texture Analysis in Medical Imaging' (awarded 2018)

    Student name:
    MSc
    Other supervisor: Dr Xianghua Xie