Basic usage tutorials

In the following, you find a number of tutorials that demonstrate the basic capabilities of py4dgeo.

• Basic M3C2 algorithm
  • References
• Algorithm customization
  • Inherting from the algorithm class
  • Changing search directions
  • Adding Python callbacks to the C++ implementation
  • Other customization
• Point Cloud Registration
  • Registration API
  • Using existing transformations
  • ICP algorithm with stable areas
• Basic M3C2-EP algorithm
  • References
• 4D Objects-By-Change - Creating an analysis
  • References
• 4D Objects-By-Change - Analysis
  • References
• 4D Object By Change - Customizing the algorithm
  • Distance Measure
  • Prioritizing seeds
  • Rejecting grown objects
  • Seed point detection
• Correspondence-driven plane-based M3C2 (PBM3C2) with pre-segmented planes
  • Method description
  • References
• Hierarchical change analysis
• References
• Spatial subsampling