LiDAR & point clouds

Classify the cloud, check it in section, deliver the ground.

Classification, machine learning, DTM and feature extraction, with CAD and engineering in the same seat.

The trial includes ML classification and the Powerline and Tunnel modules.

What you get done

From raw strips to deliverables your QC team will pass

1 · Bring in

Any scanner

LAS, LAZ, E57, PLY, PTS, PTX and ASCII, plus RIEGL formats. Aerial, mobile, terrestrial, handheld or drone.

2 · Classify

Rules and ML

Saved task lists run ground, noise, vegetation and objects. Then ML finishes what you've trained it on.

3 · Check

In section

Walk the cloud in section, fix by fence or brush, and review what was detected.

4 · Deliver

Client formats

Classified LAS, DTM and DSM GeoTIFFs, contours, sections and GIS layers.

Classification

See every class, and every mistake, in the section

Plan, 3D and section views stay in step, so you can see what each routine did and correct it on the spot. Edits go straight back to the cloud.

  • Ground, low, medium and high vegetation, buildings, water and noise
  • Road, rail, wires, towers, bridges, kerbs and barriers
  • Separate settings for scanner type, terrain and vegetation density
  • Fence and brush edits, with point counts and height range for each class
Point cloud editor with class table, 3D view, plan and a section through buildings, trees and a tower

Class table, 3D view, plan and section, all on one aerial LiDAR dataset.

Machine learning · Pro Spatial

Models that learn from your corrections

Your clients' terrain isn't in someone else's demo. Correct the cloud as you normally would, train a model from those corrections, and use it on the next job. Models stay in your own library.

  • Train from points you've already checked
  • Classify with your models, then review as usual
  • Runs on your computer, with no per-point charge
  • Train object detection from objects you've captured
Production

Set it up once, then run the whole project

Save the routines as a named task list for each kind of job. Split large projects into tiles and run the list across them, in parallel, and open any tile to check it.

  • Named task lists you can reuse across projects
  • Clouds up to 1 billion points; larger projects through tiles
  • Ground, vegetation, objects, noise and key-points run on tiles
Point Cloud Tasks panel with a saved task list and tiles

A saved corridor task list, ready to run across tiles.

Ground & surfaces

A bare-earth model that respects the terrain

Ground classification works from a TIN you can tune, including for steep faces and drone clouds. Build the surface in the same window and check it against the cloud.

  • Ground presets by scanner and terrain, with every setting open to you
  • DTM, key-points, contours and sections from the classified cloud
  • Volumes and earthwork reports in the same seat
Ground classification result on a quarry with settings panel

Ground classified on a benched quarry from a drone cloud.

Feature extraction · Pro Spatial

From points to lines, assets and GIS layers

Pick a start and let the tracker follow the road, section by section. Detected objects go to a review list, where you accept them and send them to CAD or GIS.

  • Road centrelines, edges, kerbs and barriers
  • Centre, edge and dash road-marking lines
  • Poles, signs and building footprints
  • Trees and stem inventory with a stand report
The section is where QC happens

Buildings, trees and towers, cut clean

Section through classified points showing ground, buildings, trees and a lattice tower

One section from the dataset above. Each class has its own colour, so an error shows up at a glance.

Specialist modules

Add the work you specialise in

PowerlineCatenary fit, clearance and danger points, with a PDF report. Add-on; ask us for pricing.
TunnelProfiles, overbreak and underbreak, volumes and drive reports. Add-on, $1,000 / year.
HighwaysAutoRoads Spatial adds alignment, TCS and route search on the same cloud. See highways
Deliverables

What you hand over

Classified cloudLAS or LAZ, with your class table
DTM and DSMGeoTIFF, with hillshade and slope maps
ContoursSmoothed and labelled — DWG / DXF
SectionsCross- and long-sections — DWG and PDF sheets
Linear features and assetsOn the plan, then to DWG, SHP, KML or GeoJSON
ReportsVolumes, powerline clearance and stand structure
Recommended setup

Choose by what you classify

Ground and surfaces

AutoTerra Spatial

$390 / year

Ground, noise, low points and key-points on clouds up to 25 million points, with DTM and contours. No sections or volumes.

See details
Full LiDAR production

AutoTerra Pro Spatial

$1,000 / year

Up to 1 billion points. All classes, ML, feature extraction, tiles, task lists, sections and volumes. Upload projects to Cloud to share them.

Start with the Pro Aero trial
LiDAR and drone

AutoTerra Pro Aero

$1,500 / year

Everything in Pro Spatial, plus drone photogrammetry and Cloud credits. Available as a 30-day trial.

See the drone workflow

Prices exclude GST or local taxes. 3-month to 5-year terms.

Questions LiDAR teams ask

Before you start

Which formats and scanners work?

LAS, LAZ, E57, PLY, XYZ, PTS, PTX and delimited text. RIEGL RDBX and RXP load when RIEGL's own libraries are installed on the computer.

How big a cloud can it handle?

Pro Spatial and Pro Aero open clouds up to 1 billion points. Anything larger goes through a tiled project, and task lists run across the tiles.

Will ML work on our data?

Train it on your own corrected clouds, and try that on your data during the trial. It doesn't replace QC: you still review the result in section.

Can we check it against our current software?

Yes. Send a tile you've already delivered and we'll classify it live on a demo, so you can compare the results directly.

Bring a tile you've already delivered

Compare the classification, the DTM and the time. Start the 30-day trial, or we'll run it with you.