Research Article

Cascaded Hierarchical CNN for RGB-Based 3D Hand Pose Estimation

Table 1

The error analysis of self-comparison experiment.

NetworkAUC (0–30 mm)AUC (0–50 mm)EPE mean (mm)EPE median (mm)

2d0.6460.76811.6539.619
2d-3d0.6540.77711.1349.773
mask-2d0.6580.77711.1899.298
mask-2d-3d0.7060.8119.3987.821
Ours0.7200.8228.8787.830