MSc - Artificial Intelligence, 2016
University of Edinburgh
M.Math - Mathematics, 2011
University of St Andrews
General Research Direction: My research direction is towards combining deep learning with domain understanding for tasks in road scene analysis. Particular research interests include multi-view geometry, view synthesis supervision, mapping/surveying tasks, and use of aerial imagery. I’m interested in ways of combining deep learning with well understood domain or geometric concepts to harness more powerful or flexible models.
Current Research Focus: Currently I am researching supervised hierarchical semantic segmentation to discover any benefits of training a convolutional neural network to take advantage of hierarchical patterns within the training labels.
Currently I am implementing my research within PyTorch!
Please feel free to email me about anything from general enquiries to potential collaboration. CV upon request.