TABLE 5. Quantitative Results for 3DDCNN in Terms of Mean IoU and Average Precision Against 3DDCNN Network Layers. Three AP are Considered (AP50, AP75 and APm at Different IoU Thresholds) Were Selected Showing Mean IoU Values of 3DDCNN Layers
to
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| Method | Layer | Testing Dataset | |||
|---|---|---|---|---|---|
| mean IoU | Average Precision (AP) | ||||
| mIoU | APm | AP50 | AP75 | ||
| 3DDCNN | ![]() |
37.7 | 49.4 | 39.5 | 34.8 |
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48.7 | 47.4 | 35.2 | 36.2 | |
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33.4 | 48.9 | 51.1 | 32.3 | |
![]() |
42.5 | 50.8 | 50.7 | 37.5 | |
| 3DDCNN Using mRPN | ![]() |
40.3 | 36.5 | 54.2 | 33.9 |
![]() |
37.1 | 52.4 | 48.2 | 35.7 | |
![]() |
42.0 | 42.6 | 48.9 | 47.2 | |
![]() |
45.8 | 53.5 | 51.6 | 44.2 | |







