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.
Classify point cloud using trained model (3D Analyst),
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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.