Table 7 Rotational RPE RMSE on TUM RGB-D Dataset (deg).
From: Scale aware dense dynamic SLAM for monocular, stereo and RGBD cameras
Sequences | Monocular | RGB-D | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ORB-SLAM3 | DynaSLAM | Ours | ORB-SLAM3 | DS-SLAM | DynaSLAM | RDS-SLAM | Ours | |||||||||
Mean | S.D. | Mean | S.D. | Mean | S.D. | Mean | S.D. | Mean | S.D. | Mean | S.D. | Mean | S.D. | Mean | S.D. | |
fr2_desk_with_person | 1.6189 | 0.0561 | 1.7193 | 0.1250 | 2.0260 | 0.0500 | 1.2904 | 0.0434 | 1.4299 | 0.0418 | 1.4198 | 0.0787 | - | - | 1.4128 | 0.0173 |
fr3_sitting_halfsphere | 0.6738 | 0.0205 | 6.5529 | 7.5335 | 1.4955 | 0.0334 | 0.7574 | 0.0428 | 0.7500 | 0.0103 | 0.7804 | 0.0164 | - | - | 0.7394 | 0.0115 |
fr3_sitting_rpy | 1.1700 | 0.3014 | 1.0973 | 0.9571 | 1.1568 | 0.0524 | 0.8790 | 0.0493 | 0.8563 | 0.0199 | 0.8669 | 0.0389 | - | - | 0.8337 | 0.0124 |
fr3_sitting_static | 0.5342 | 0.0245 | - | - | 0.3425 | 0.0151 | 0.3876 | 0.0044 | 0.3191 | 0.0070 | 0.3195 | 0.0066 | 0.3338 | 0.1706 | 0.3217 | 0.0053 |
fr3_sitting_xyz | 0.6766 | 0.0234 | 0.8192 | 0.1205 | 0.7365 | 0.0320 | 0.5762 | 0.0032 | 0.5858 | 0.0087 | 0.6338 | 0.0118 | - | - | 0.5996 | 0.0038 |
fr3_walking_halfsphere | 5.3124 | 6.7584 | 0.9048 | 0.0886 | 1.3262 | 0.0393 | 10.6378 | 3.5502 | 0.9354 | 0.0325 | 0.8619 | 0.0125 | 1.8828 | 1.5250 | 0.8411 | 0.0257 |
fr3_walking_rpy | 2.8047 | 1.2658 | 2.9151 | 2.9422 | 1.5803 | 0.1328 | 20.2456 | 2.6246 | 20.2984 | 1.9260 | 0.9156 | 0.0548 | 13.1693 | 12.0103 | 1.1605 | 0.0581 |
fr3_walking_static | 0.2921 | 0.1053 | 0.2115 | - | 0.2649 | 0.0113 | 3.2198 | 1.5862 | 0.2894 | 0.0176 | 0.2684 | 0.0043 | 0.4944 | 0.3112 | 0.2902 | 0.0132 |
fr3_walking_xyz | 1.9710 | 2.0193 | 1.3440 | 0.3301 | 0.7393 | 0.0454 | 9.3207 | 5.3364 | 6.2933 | 3.2398 | 0.6184 | 0.0073 | 0.9222 | 0.6509 | 0.6129 | 0.0030 |