FRPDF, a full-resolution progressive dilated fusion recurrent network trained solely on synthetic rasters, extracts rail-top and track centerlines from classified MLS point clouds.
Available: https://railroads.dot.gov/research-development/program-areas/train-control/ptc/ positive-train-control-ptc
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Rail Track Extraction from Rasterized Classified Point Clouds Using a Full-Resolution, Fully Convolutional Recurrent Neural Network
FRPDF, a full-resolution progressive dilated fusion recurrent network trained solely on synthetic rasters, extracts rail-top and track centerlines from classified MLS point clouds.