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an algorithm of extracting building outlines by using persistent homology from ALS point cloud data

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PH-shape

Code repository of PH-shape.
PH-shape achieves the outline extraction of building footprints from point clouds, with adaptive parameters.

Usage

use through IDE by running main_codes_gudhi/main_all_gu.py.

or use through terminal

python3 -m main_codes_gudhi.main_all_gu --config config/trd/config_trd_gu_400_terminal.yaml

The following requirements are necessary for PH-shape:

  • gudhi
  • shapely

Other potential requirments can be found in requirements.txt or according to the compilation errors.

Data

The test data in Trondheim, Norway can be downloaded here.

License

The code is licensed under the MIT License

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an algorithm of extracting building outlines by using persistent homology from ALS point cloud data

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