pymccrgb: Classifying point clouds with color attributes

pymccrgb is a Python package for curvature- and color-based point classification.

It provides Python interfaces to the multiscale curvature classification algorithm (MCC; Evans and Hudak, 2007) and a supervised extension to MCC, MCC-RGB, that uses point colors. It supports lidar data, photogrammetric point clouds, or other 3D point data in text (CSV) and LAS/LAZ formats.

Evans, J. S., & Hudak, A. T. 2007. A multiscale curvature algorithm for classifying discrete return LiDAR in forested environments. IEEE Transactions on Geoscience and Remote Sensing, 45(4), 1029-1038 doi

Getting started

• Installation
• Getting started with pymccrgb

Examples

• Using MCC-RGB and MCC
• MCC-RGB walkthrough

API reference

• pymccrgb package
  • Submodules
    • pymccrgb.classification module
    • pymccrgb.colorize module
    • pymccrgb.core module
    • pymccrgb.datasets module
    • pymccrgb.features module
    • pymccrgb.ioutils module
    • pymccrgb.plotting module
    • pymccrgb.pointutils module