From: Fast Estimation of Loader’s Shovel Load Volume by 3D Reconstruction of Material Piles
Methods | Items | Load 1 | Load 2 | Load 3 | Load 4 | Load 5 | Load 6 | Load 7 | Load 8 |
---|---|---|---|---|---|---|---|---|---|
BM VE | Average volume estimation (\({\mathrm{m}}^{3}\)) | 1.525 | 0.9375 | 1.8555 | 1.0455 | 0.3635 | 2.025 | 0.3145 | 0.8515 |
Relative error (\(\%\)) | 4.15 | −26.82 | 25.29 | −21.38 | −54.81 | 37.49 | −61.42 | −30.49 | |
Standard deviation (\({\mathrm{m}}^{3}\)) | 0.0469 | 0.1254 | 0.0949 | 0.2022 | 0.1578 | 0.2473 | 0.1738 | 0.2515 | |
SGBM VE | Average volume estimation (\({\mathrm{m}}^{3}\)) | 1.242 | 1.814 | 1.150 | 1.487 | 1.880 | 0.982 | 1.148 | 0.614 |
Relative error (\(\%\)) | −11.53 | 21.86 | −13.90 | 3.17 | 29.44 | −20.44 | −15.12 | −43.68 | |
Standard deviation (\({\mathrm{m}}^{3}\)) | 0.0123 | 0.2978 | 0.2736 | 0.2657 | 0.3344 | 0.2965 | 0.6463 | 0.2959 | |
ORB–MAPM VE | Average volume estimation (\({\mathrm{m}}^{3}\)) | 1.381 | 1.417 | 0.954 | 1.323 | 0.772 | 1.959 | 1.492 | 1.287 |
Relative error (\(\%\)) | −3.84 | −0.17 | −24.79 | −5.96 | −32.11 | 33.82 | 4.00 | −6.27 | |
Standard deviation (\({\mathrm{m}}^{3}\)) | 0.0497 | 0.1681 | 0.2657 | 0.3118 | 0.4959 | 0.3889 | 0.3205 | 0.4381 | |
QORB–MAPM VE | Average volume estimation (\({\mathrm{m}}^{3}\)) | 1.349 | 1.229 | 1.6719 | 1.302 | 1.5929 | 1.1419 | 1.539 | 1.5079 |
Relative error (\(\%\)) | −5.63 | −10.62 | 15.08 | −7.11 | 13.45 | −11.59 | 6.60 | 5.97 | |
Standard deviation (\({\mathrm{m}}^{3}\)) | 0.0589 | 0.0489 | 0.0712 | 0.0743 | 0.2385 | 0.2705 | 0.1122 | 0.1275 |