Empir3D
Multi-dimensional point cloud quality assessment across resolution, accuracy, coverage, and artifact scoring.
Empir3D evaluates point clouds across four complementary dimensions: resolution, accuracy, coverage, and artifact score. The framework supports richer comparisons of 3D perception systems and clearer debugging for applications such as SLAM and point cloud completion.