Table 4 Performances of the baseline leaf/stem segmentation methods (%)
From: ROSE-X: an annotated data set for evaluation of 3D plant organ segmentation methods
Method | \(R_{leaf}\) | \(R_{stem}\) | \(P_{leaf}\) | \(P_{stem}\) | IoU\(_{leaf}\) | IoU\(_{stem}\) |
|---|---|---|---|---|---|---|
LFPC-u | \(95.74\pm 1.74\) | \(88.03\pm 1.82\) | \(98.23\pm 0.33\) | \(75.01\pm 9.76\) | \(94.10\pm 1.54\) | \(67.96\pm 8.18\) |
LFPC-s | \(97.79\pm 0.46\) | \(80.50\pm 1.29\) | \(97.19\pm 0.48\) | \(83.67\pm 4.88\) | \(95.10\pm 0.46\) | \(69.57\pm 3.87\) |
LFVD | \(\mathit{99.38 }\pm 0.13\) | \(90.01\pm 1.17\) | \(98.53\pm 0.43\) | \(\mathit{95.38 }\pm 1.02\) | \(\mathit{97.93 }\pm 0.47\) | \(\mathit{86.23 }\pm 0.31\) |
3D U-Net | \(81.06\pm 1.68\) | \(\mathit{97.41 }\pm 1.43\) | \(\mathit{99.63 }\pm 0.29\) | \(54.0\pm 5.77\) | \(81.72\pm 1.71\) | \(53.58\pm 5.54\) |