Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding

ECCV 2020 Songtao HeFavyen BastaniSatvat JagwaniMohammad AlizadehHari BalakrishnanSanjay ChawlaMohamed M. ElshrifSamuel MaddenAmin Sadeghi

Inferring road graphs from satellite imagery is a challenging computer vision task. Prior solutions fall into two categories: (1) pixel-wise segmentation-based approaches, which predict whether each pixel is on a road, and (2) graph-based approaches, which predict the road graph iteratively... (read more)

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