Highlights
- Automated masking reduces manual effort in depth calibration by 2 min per image.
- CTDS parameter variation caused 200% difference, twice our spatial density variation.
- Depth sampling, confidence thresholds and trigger intervals affect density estimates.
- Automated CTDS requires standardization and dataset-specific sensitivity analyses.