Martin Rogers

I am a machine learning researcher in the Artificial Intelligence (AI) Lab at the British Antarctic Survey (BAS). My research primarily focusses on the application of convolutional neural networks (CNN) to detect and classify sea ice in concurrent multispectral visible and Synthetic Aperture Radar (SAR) satellite imagery. During my PhD within the Cambridge Coast Research Unit, Department of Geography, I trained CNNs to automatically detect coastal features and land covers in multispectral satellite imagery.  

Publication:

Rogers, M.S., Bithell, M., Brooks, S.M. and Spencer, T., 2021. VEdge_Detector: automated coastal vegetation edge detection using a convolutional neural network. International Journal of Remote Sensing, 42(13), pp.4805-4835.