Table 4 DGCNN + Euclidean clustering results
From: Automatic LIDAR building segmentation based on DGCNN and euclidean clustering
No | Dataset | Number of buildings | Buildings detected | Buildings undetected | Accuracy | IOU |
|---|---|---|---|---|---|---|
1 | Dataset 1 | 32 | 26 | 6 | 81.25% | 0.72 |
2 | Dataset 2 | 35 | 26 | 9 | 74.28% | 0.65 |
3 | Dataset 3 | 61 | 52 | 9 | 82.00% | 0.69 |
4 | Dataset 4 | 36 | 33 | 3 | 91.67% | 0.84 |
5 | Dataset 5 | 62 | 58 | 4 | 93.55% | 0.80 |
6 | Dataset 6 | 75 | 73 | 2 | 92.23% | 0.87 |
7 | Dataset 7 | 103 | 95 | 8 | 88.89% | 0.84 |
8 | Dataset 8 | 54 | 48 | 6 | 93.00% | 0.80 |