Table 12 Translational RPE RMSE for several variants of SDMFusion (Monocular) (m).
From: Scale aware dense dynamic SLAM for monocular, stereo and RGBD cameras
Sequence | w/o Depth | w/o Segment | w/o Check | w/o Spatial-Reclass | Full | |||||
|---|---|---|---|---|---|---|---|---|---|---|
Mean | S.D. | Mean | S.D. | Mean | S.D. | Mean | S.D. | Mean | S.D. | |
fr2_desk_with_person | 1.9399 | 0.129 | 0.4193 | 0.0028 | 0.4276 | 0.0014 | 0.3780 | 0.0078 | 0.3706 | 0.0030 |
fr3_sitting_halfsphere | 0.5130 | 0.1337 | 0.4731 | 0.0088 | 0.2113 | 0.0335 | 0.2051 | 0.0086 | 0.2024 | 0.0062 |
fr3_sitting_rpy | 0.1055 | 0.0025 | 0.0723 | 0.0044 | 0.087 | 0.0078 | 0.0878 | 0.0061 | 0.0814 | 0.0049 |
fr3_sitting_static | 0.0552 | 0.0053 | 0.0283 | 0.0012 | 0.0228 | 0.0022 | 0.0250 | 0.0005 | 0.0215 | 0.0007 |
fr3_sitting_xyz | 0.4981 | 0.0085 | 0.1912 | 0.0046 | 0.1309 | 0.0035 | 0.1415 | 0.0022 | 0.1286 | 0.0051 |
fr3_walking_halfsphere | 0.7591 | 0.0145 | 0.6636 | 0.7011 | 0.1693 | 0.0029 | 0.1752 | 0.0042 | 0.1622 | 0.0027 |
fr3_walking_rpy | 0.2893 | 0.0469 | 1.5912 | 0.0986 | 0.2481 | 0.1038 | 0.2546 | 0.0418 | 0.1094 | 0.0135 |
fr3_walking_static | 0.0408 | 0.0021 | 0.8098 | 0.0499 | 0.0149 | 0.0031 | 0.0128 | 0.0005 | 0.0122 | 0.0004 |
fr3_walking_xyz | 0.4358 | 0.0379 | 0.7343 | 0.2691 | 0.1334 | 0.0029 | 0.1365 | 0.0035 | 0.1181 | 0.0036 |