Martin Rogers

Martin Rogers is a machine learning researcher affiliated with the AI Lab at the British Antarctic Survey and the Department of Geography at the University of Cambridge. His work focuses on applying convolutional neural networks (CNNs) to detect and classify sea ice and coastal features in multispectral satellite imagery, including visible and Synthetic Aperture Radar (SAR) data.

Research Interests

• Developing AI models for environmental monitoring
• Coastal vegetation edge detection
• Climate-related remote sensing applications

Publications

• VEdge_Detector (2021), which automates coastal vegetation analysis using CNNs in satellite data.