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Identifying and reclassifying lidar point cloud

  • February 12, 2026
  • 4 replies
  • 88 views

creinier
Contributor
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I am working on a project creating building footprints from a lidar point cloud. However, the original lidar point cloud being used has some portions of buildings classified with “unassigned” values which has created incomplete building footprints. Are there any suggestions how I could identify these “unassigned” building values to fix the building footprint?

4 replies

hkingsbury
Celebrity
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  • Celebrity
  • February 12, 2026

I’ve had good experiences in the past using LasTools auto classification (lasclassify - https://downloads.rapidlasso.de/html/lasclassify_README.html).

There are some custom transformers on the Hub for LasTools. However, LasTools is a licensed piece of software so this approach may well not work for your scenario


creinier
Contributor
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  • Contributor
  • February 12, 2026

Unfortunately, I don’t have a license for those tools, so I won’t be able to give that a shot, but I really appreciate the input ​@hkingsbury


evieatsafe
Safer
  • Safer
  • February 23, 2026

Hi ​@creinier thanks for your question! Are you able to provide a bit of sample data to test what solutions could work for you? Without seeing your data and not being able to use LAS Tools my only other suggestion would be to use some of the custom transformers on the FME Hub to help you classify your data, search for Point Cloud and there’s lots. ps. you can also edit custom transformers to fit your needs. 

If what you would like to share is sensitive or too large you could also submit a support ticket with this information and we’d be happy to help where we can! You can access your existing support tickets, or submit new requests here


creinier
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  • March 5, 2026

Hi ​@evieatsafe - Thank you for the response! I apologize for the delayed response. Attached is a fgdb with a feature class named location_polygons that shows the location of the problem areas, and another feature class with the partial building footprints being generated (not all footprints are incomplete, just a few areas). The misclassified lidar point cloud can be downloaded from here, it was a bit too large to attach.

I’d like to just identify where actual building points are being misclassified so I can go back and fix the issue. I’ve been messing around with some of the different point cloud transformers but haven’t really made any progress. Any help is greatly appreciated! Thank you!