Research Article
Incremental Instance-Oriented 3D Semantic Mapping via RGB-D Cameras for Unknown Indoor Scene
Table 3
Comparison to the 3D semantic instance-segmentation approach from Voxblox++ [
16] and Pham et al. [
45] on class-averaged mAP value.
| Sequence ID | Voxblox++ [16] | Pham et al. [45] | Ours |
| 011 | 75.0 | 52.1 | 78.6 | 016 | 33.3 | 34.2 | 25.0 | 030 | 56.1 | 56.8 | 58.6 | 061 | 66.7 | 59.1 | 46.6 | 078 | 45.2 | 34.9 | 69.8 | 086 | 20.0 | 35.0 | 47.2 | 096 | 29.2 | 26.5 | 26.7 | 206 | 79.6 | 41.7 | 78.0 | 223 | 43.8 | 40.9 | 45.8 | 255 | 75.0 | 48.6 | 75.0 |
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