Academic works and interests

  • Conditional Random Fields
  • Machine learning interpretability

  • PhD dissertation
  • Articles and presentations
    • Left ventricular segmentation from MRI datasets with edge modelling conditional random fields BMC Medical Imaging 2013
    • "CRF segmentation of cardiac MRIs", South African Symposium on Numerical and Applied Mathematics 2012, slides
    • "Edge modelling MRFs for cardiac MRI segmentation", Pattern Recognition Association of South Africa (2010), prasa2010janto.pdf

  • Action Classification using the Average of Pose Changes
    • Proceedings of the 19th Annual Symposium of the Pattern Recognition Association of South Africa, 2008 prasa2008janto.pdf (article)

  • Contact details
    • email:

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