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Dumb experiments for road segmentation using Point Cloud from LiDAR

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lidar-road-segmentation

Dumb experiments for road segmentation using Point Cloud from LiDAR

No high-math, neural networks or ready solution. Only dumb approaches like

  • mark everything with specific height as road
  • mark every occupacity grid cell with low height dispersion as a road
  • start breadth-first search from the center (LiDAR location) and mark neighbour cells as road if there is a small height change etc
  • Maybe, RANSAC

I'm not sure, but current (master) implementation is a dumb RANSAC

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Dumb experiments for road segmentation using Point Cloud from LiDAR

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