Table 2 Building extraction performance results (DSM)
From: Automatic LIDAR building segmentation based on DGCNN and euclidean clustering
Dataset | Accuracy | Precision | Recall | F-Score | IOU |
|---|---|---|---|---|---|
Dataset 1 | 54.01% | 0.81 | 0.54 | 0.64 | 0.55 |
Dataset 2 | 60.50% | 0.87 | 0.61 | 0.71 | 0.63 |
Dataset 3 | 52.03% | 0.78 | 0.52 | 0.62 | 0.51 |
Dataset 4 | 51.06% | 0.76 | 0.51 | 0.61 | 0.48 |
Dataset 5 | 48.00% | 0.63 | 0.45 | 0.52 | 0.47 |
Dataset 6 | 44.00% | 0.58 | 0.38 | 0.46 | 0.39 |
Dataset 7 | 51.03% | 0.67 | 0.48 | 0.55 | 0.51 |
Dataset 8 | 41.00% | 0.56 | 0.32 | 0.40 | 0.32 |