Research Article

A Novel Method for 3D Object Detection in Open-Pit Mine Based on Hybrid Solid-State LiDAR Point Cloud

Table 1

The effectiveness of model feature optimization.

3D AP (%)Mining truckBulldozerCarmAP

PointPillars83.6378.4975.7379.28
PointPillars-HSL93.8690.7284.5889.72