Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Comparison table of the average rank-1 accuracy (%) with baseline algorithms using ResGCN [31] on the CASIA-B dataset for normal walking (NM), carrying bags (BG), and wearing coats (CL) sequences.
| Methods | Pose Estimation Algorithms | Rank-1 [%] | ||||
|---|---|---|---|---|---|---|
| OpenPose | Alphapose | HRNet | NM | BG | CL | |
| ResGCN | ✓ | 71.3 | 60.4 | 45.7 | ||
| ResGCN | ✓ | 81.5 | 70.4 | 56.9 | ||
| ResGCN | ✓ | 82.1 | 73.2 | 63.6 | ||
| DLF (ours) | ✓ | ✓ | ✓ | 91.8 | 79.0 | 68.9 |
| FLF (ours) | ✓ | ✓ | ✓ | 93.3 | 81.3 | 72.4 |
