Planar Roof Top Detection in LiDAR Icon

Planar Roof Top Detection in LiDAR

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This tool detects and classifies roof tops from raw spatial LiDAR

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Description

A new algorithm for extracting roof tops was developed.

Using the assumption that roof tops are planar in construction, a new approach was developed using volume of point clouds to determine whether a cluster contains planar points.

This approach yields very promising results and with attention applied to its weaknesses, should provide another algorithm which can rival currently available roof top detection methods.

Planar Roof Top Detection in LiDAR Web Site

Features

  • easy to understand Python
  • mostly cross-platform (may need to be tweaked for Windows/Mac)
  • high accuracy
  • actually easy to understand!

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Additional Project Details

Languages

English

Intended Audience

Engineering

User Interface

Command-line

Programming Language

Python

Registered

2014-05-09

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