| Authors | Zicong Fan, Adrian Spurr, Muhammed Kocabas, Siyu Tang, Michael J. Black, Otmar Hilliges |
| Paper title | Learning to Disambiguate Strongly Interacting Hands via Probabilistic Per-Pixel Part Segmentation |
| Publication venue | 3DV |
| Publication year | 2021 |
| URL | https://arxiv.org/pdf/2107.00434.pdf |
| Additional Information | Adaptation of DIGIT to ARCTIC setting. Changes: - Estimate the object mask as well on top of the hand segmentation masks. - Keep the segmentation and fusion U-Net, but swap the pose regressor to ArcticNet-SF heads. - Use HRNet as backbone Code: https://github.com/XueYing126/arctic-digit/tree/Digit |
| AAE | 5.24 |
| MPJPE_RA_H | 17.92 |
| MPJPE_RA_L | 0.00 |
| MPJPE_RA_R | 0.00 |
| MRRPE_R_L | 44.19 |
| MRRPE_R_O | 35.43 |
| SUCCESS_RATE | 76.52 |
| CDEV_HO | 34.92 |
| MDEV_H | 8.37 |
| ACC_H | 4.86 |
| ACC_O | 6.63 |
| AVG_HO | 0.00 |
| AVG_OH | 0.00 |
| ACC_OH | 0.00 |
| ACC_HO | 0.00 |
| CD_H | 0.00 |
| CD_ICP | 0.00 |
| CD_L | 0.00 |
| CD_R | 0.00 |
| F10_ICP | 0.00 |
| F5_ICP | 0.00 |
| AAE | 6.60 |
| MPJPE_RA_H | 16.74 |
| MPJPE_RA_L | 0.00 |
| MPJPE_RA_R | 0.00 |
| MRRPE_R_L | 25.49 |
| MRRPE_R_O | 32.61 |
| SUCCESS_RATE | 53.33 |
| CDEV_HO | 41.31 |
| MDEV_H | 9.48 |
| ACC_H | 4.01 |
| ACC_O | 8.32 |
| AVG_HO | 0.00 |
| AVG_OH | 0.00 |
| ACC_OH | 0.00 |
| ACC_HO | 0.00 |
| CD_H | 0.00 |
| CD_ICP | 0.00 |
| CD_L | 0.00 |
| CD_R | 0.00 |
| F10_ICP | 0.00 |
| F5_ICP | 0.00 |