Self-Supervised Pretraining for Aerial Road Extraction

Rupert Polley, Sai Vignesh Abishek Deenadayalan, J. Marius Zöllner

Deep neural networks for aerial image segmentation require large amounts of labeled data, but high-quality aerial datasets with precise annotations are scarce and costly to produce…