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. 2019 Dec 4;8:4300113. doi: 10.1109/JTEHM.2019.2955458

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 Inline graphic to Inline graphic.

Method Layer Testing Dataset
mean IoU Average Precision (AP)
mIoU APm AP50 AP75
3DDCNN Inline graphic 37.7 49.4 39.5 34.8
Inline graphic 48.7 47.4 35.2 36.2
Inline graphic 33.4 48.9 51.1 32.3
Inline graphic 42.5 50.8 50.7 37.5
3DDCNN Using mRPN Inline graphic 40.3 36.5 54.2 33.9
Inline graphic 37.1 52.4 48.2 35.7
Inline graphic 42.0 42.6 48.9 47.2
Inline graphic 45.8 53.5 51.6 44.2