Workflow

Function Description: The pavement damage analysis workflow consists of six processing steps: Subsampling, Classify by Deep Learning, Image-based Distress Detection, Sample Unit Generator, PCI Calculation, Export Report.

For unprocessed point clouds, the system defaults to selecting all steps, with the following default selection rules:

Step Default Uncheck Condition
Subsampling Filename contains "Subsampling" field
Classify by Deep Learning Point cloud has classification information
Image-based Distress Detection "Distress" layer exists
Sample Unit Generator "Sample Unit" layer exists
PCI "PCI Section" layer exists
Export Report Always checked

Steps

  1. Check the functions to run
  2. Click the "Run" button to open the function window
  3. Complete parameter settings, click "Run" to execute processing

Parameter Settings

Main Parameters

  • Files: Select point cloud files for processing
  • Output Directory: Set the output location for function results
  • Parameters: Check the parameter settings for each step

Function Description

Step Description
Subsampling Thin out the point cloud to accelerate subsequent processing
Classify by Deep Learning Separate ground points to improve distress detection accuracy
Image-based Distress Detection See Function Description
Sample Unit Generator See Function Description
PCI See Function Description
Export Report See Function Description

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