| Authors | Baradel*, Fabien; Armando, Matthieu; Galaaoui, Salma; Brégier, Romain; Weinzaepfel, Philippe; Rogez, Grégory; Lucas*, Thomas |
| Paper title | Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot |
| Publication venue | arXiv |
| URL | https://github.com/naver/multi-hmr |
| Additional Information | Single shot method (detection & regression) taking as input a RGB image at resolution 1288x1288. A ViT-L/14 is used to encode the image, then we use our HPH module for regressing human properties. Using a regressor for moving from SMPL-X to SMPL mesh. |
| Full set | Kid | ||
|---|---|---|---|
| F1 Score | 0.950 | F1 Score | 0.630 |
| Precision | 0.970 | Precision | 0.480 |
| Recall | 0.930 | Recall | 0.910 |
| Body | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 65.300 | MPJPE | 78.700 |
| MVE | 61.100 | MVE | 73.800 |
| NMJE | 68.700 | NMJE | 124.900 |
| NMVE | 64.300 | NMVE | 117.100 |