Muchinyorwa chekupedzisira Maitiro ekudzora pasi mapoinzi uye data rePPK rinokanganisa sei kurongeka kwemuenzaniso we3D, takataura kuti kuwedzera kune GCPs nePPK datas, iyo GSD uye inotakura drone zvakare ine imwe dhigirii yemhedzisiro pakurongeka kweiyo 3D. modhi.Saka tinoita imwe bvunzo kuti tiione.
Inotakura drone |
Oblique kamera |
GCPs |
PPK |
CW10 VTOL |
DG4pros |
AIHWA |
AIHWA |
Nhamba Yezvinhu |
kuyerwa kureba (L0) |
3D modhi kureba (L1) GSD=2cm |
3D modhi kureba (L2) GSD=1.5cm |
DS1 (L0-L1) |
DS2 (L0-L2) |
1 |
7.210 |
7.18 |
7.20 |
0.030 |
0.010 |
8.706 |
8.69 |
8.65 |
0.016 |
0.056 |
|
10.961 |
10.89 |
10.90 |
0.071 |
0.061 |
|
2 |
7.010 |
6.88 |
6.86 |
0.130 |
0.150 |
3 |
1.822 |
1.76 |
1.76 |
0.062 |
0.062 |
4 |
10.410 |
10.38 |
10.37 |
0.030 |
0.040 |
5 |
10.718 |
10.65 |
10.68 |
0.068 |
0.038 |
6 |
13.787 |
13.72 |
13.71 |
0.067 |
0.077 |
7 |
11.404 |
11.41 |
11.38 |
-0.006 |
0.024 |
12.147 |
12.13 |
12.12 |
0.017 |
0.027 |
|
8 |
7.526 |
7.44 |
7.49 |
0.086 |
0.036 |
13.797 |
13.83 |
13.77 |
-0.033 |
0.027 |
|
9 |
10.374 |
10.35 |
10.35 |
0.024 |
0.024 |
10 |
2.109 |
1.98 |
2.09 |
0.129 |
0.019 |
4.281 |
4.14 |
4.19 |
0.141 |
0.091 |
|
11 |
14.675 |
14.55 |
14.64 |
0.125 |
0.035 |
8.600 |
8.58 |
8.57 |
0.020 |
0.030 |
|
12 |
13.394 |
13.36 |
13.38 |
0.034 |
0.014 |
13 |
12.940 |
12.95 |
12.91 |
-0.010 |
0.030 |
14 |
7.190 |
7.21 |
7.20 |
-0.020 |
-0.010 |
15 |
13.371 |
13.36 |
13.38 |
0.011 |
-0.009 |
6.435 |
6.37 |
6.43 |
0.065 |
0.005 |
|
16 |
3.742 |
3.74 |
3.70 |
0.002 |
0.042 |
17 |
6.022 |
6.03 |
5.99 |
-0.008 |
0.032 |
18 |
3.937 |
3.91 |
3.94 |
0.027 |
-0.003 |
19 |
8.120 |
8.09 |
8.12 |
0.030 |
0.000 |
14.411 |
14.40 |
14.37 |
0.011 |
0.041 |
|
20 |
6.077 |
6.06 |
6.04 |
0.017 |
0.037 |
21 |
13.696 |
13.68 |
13.65 |
0.016 |
0.046 |
RMSE: DS1=0.0397m,DS2=0.0356m |
Inotakura drone |
Oblique kamera |
GCPs |
PPK |
CW10 VTOL |
DG4pros |
Ehe |
Aihwa |
Nhamba Yezvinhu |
kuyerwa kureba (L0) |
3D modhi kureba (L1) GSD=2cm |
3D modhi kureba (L2) GSD=1.5cm |
DS1 (L0-L1) |
DS2 (L0-L2) |
1 |
7.210 |
7.18 |
7.21 |
0.030 |
0 |
8.706 |
8.68 |
8.68 |
0.026 |
0.026 |
|
10.961 |
10.91 |
10.87 |
0.051 |
0.091 |
|
2 |
7.010 |
6.92 |
6.88 |
0.090 |
0.13 |
3 |
1.822 |
1.79 |
1.76 |
0.032 |
0.062 |
4 |
10.410 |
10.39 |
10.38 |
0.020 |
0.03 |
5 |
10.718 |
10.66 |
10.72 |
0.058 |
-0.002 |
6 |
13.787 |
13.77 |
13.79 |
0.017 |
-0.003 |
7 |
11.404 |
11.38 |
11.38 |
0.024 |
0.024 |
12.147 |
12.12 |
12.13 |
0.027 |
0.017 |
|
8 |
7.526 |
7.47 |
7.53 |
0.056 |
-0.004 |
13.797 |
13.83 |
13.78 |
-0.033 |
0.017 |
|
9 |
10.374 |
10.34 |
10.37 |
0.034 |
0.004 |
10 |
2.109 |
2.03 |
2.11 |
0.079 |
-0.001 |
4.281 |
4.18 |
4.28 |
0.101 |
0.001 |
|
11 |
14.675 |
14.59 |
14.67 |
0.085 |
0.005 |
8.600 |
8.57 |
8.58 |
0.030 |
0.02 |
|
12 |
13.394 |
13.35 |
13.39 |
0.044 |
0.004 |
13 |
12.940 |
12.92 |
12.9 |
0.020 |
0.04 |
14 |
7.190 |
7.21 |
7.19 |
-0.020 |
0 |
15 |
13.371 |
13.36 |
13.37 |
0.011 |
0.001 |
6.435 |
6.43 |
6.42 |
0.005 |
0.015 |
|
16 |
3.742 |
3.72 |
3.7 |
0.022 |
0.042 |
17 |
6.022 |
6.00 |
5.98 |
0.022 |
0.042 |
18 |
3.937 |
3.94 |
3.91 |
-0.003 |
0.027 |
19 |
8.120 |
8.09 |
8.07 |
0.030 |
0.05 |
14.411 |
14.41 |
14.38 |
0.001 |
0.031 |
|
20 |
6.077 |
6.03 |
6.04 |
0.047 |
0.037 |
21 |
13.696 |
13.65 |
13.65 |
0.046 |
0.046 |
RMSE: DS1=0.0328m,DS2=0.0259m |
Inotakura drone |
Oblique kamera |
GCPs |
PPK |
CW10 VTOL |
DG4pros |
AIHWA |
EHE |
Nhamba Yezvinhu |
kuyerwa kureba (L0) |
3D modhi kureba (L1) GSD=2cm |
3D modhi kureba (L2) GSD=1.5cm |
DS1 (L0-L1) |
DS2 (L0-L2) |
1 |
7.210 |
7.20 |
7.20 |
0.01 |
0.01 |
8.706 |
8.71 |
8.69 |
0.00 |
0.02 |
|
10.961 |
10.87 |
10.88 |
0.09 |
0.08 |
|
2 |
7.010 |
6.89 |
6.87 |
0.12 |
0.14 |
3 |
1.822 |
1.79 |
1.75 |
0.03 |
0.07 |
4 |
10.410 |
10.39 |
10.38 |
0.02 |
0.03 |
5 |
10.718 |
10.67 |
10.69 |
0.05 |
0.03 |
6 |
13.787 |
13.75 |
13.78 |
0.04 |
0.01 |
7 |
11.404 |
11.39 |
11.38 |
0.01 |
0.02 |
12.147 |
12.13 |
12.12 |
0.02 |
0.03 |
|
8 |
7.526 |
7.51 |
7.49 |
0.02 |
0.04 |
13.797 |
13.79 |
13.78 |
0.01 |
0.02 |
|
9 |
10.374 |
10.35 |
10.34 |
0.02 |
0.03 |
10 |
2.109 |
2.03 |
2.02 |
0.08 |
0.09 |
4.281 |
4.15 |
4.21 |
0.13 |
0.07 |
|
11 |
14.675 |
14.61 |
14.65 |
0.07 |
0.03 |
8.600 |
8.60 |
8.57 |
0.00 |
0.03 |
|
12 |
13.394 |
13.37 |
13.40 |
0.02 |
-0.01 |
13 |
12.940 |
12.88 |
12.89 |
0.06 |
0.05 |
14 |
7.190 |
7.20 |
7.18 |
-0.01 |
0.01 |
15 |
13.371 |
13.36 |
13.38 |
0.01 |
-0.01 |
6.435 |
6.40 |
6.46 |
0.03 |
-0.03 |
|
16 |
3.742 |
3.75 |
3.75 |
-0.01 |
-0.01 |
17 |
6.022 |
5.97 |
5.97 |
0.05 |
0.05 |
18 |
3.937 |
3.93 |
3.91 |
0.01 |
0.03 |
19 |
8.120 |
8.10 |
8.08 |
0.02 |
0.04 |
14.411 |
14.40 |
14.38 |
0.01 |
0.03 |
|
20 |
6.077 |
6.04 |
6.05 |
0.04 |
0.03 |
21 |
13.696 |
13.65 |
13.67 |
0.05 |
0.03 |
RMSE: DS1=0.0342m,DS2=0.0328m |
Inotakura drone |
Oblique kamera |
GCPs |
PPK |
CW10 VTOL |
DG4pros |
EHE |
EHE |
Nhamba Yezvinhu |
kuyerwa kureba (L0) |
3D modhi kureba (L1) GSD=2cm |
3D modhi kureba (L2) GSD=1.5cm |
DS1 (L0-L1) |
DS2 (L0-L2) |
1 |
7.21 |
7.21 |
7.21 |
0.00 |
0.00 |
8.706 |
8.68 |
8.7 |
0.03 |
0.01 |
|
10.961 |
10.90 |
10.89 |
0.06 |
0.07 |
|
2 |
7.01 |
6.98 |
6.99 |
0.03 |
0.02 |
3 |
1.822 |
1.80 |
1.78 |
0.02 |
0.04 |
4 |
10.41 |
10.40 |
10.39 |
0.01 |
0.02 |
5 |
10.718 |
10.70 |
10.69 |
0.02 |
0.03 |
6 |
13.787 |
13.77 |
13.76 |
0.02 |
0.03 |
7 |
11.404 |
11.39 |
11.39 |
0.01 |
0.01 |
12.147 |
12.13 |
12.12 |
0.02 |
0.03 |
|
8 |
7.526 |
7.49 |
7.51 |
0.04 |
0.02 |
13.797 |
13.81 |
13.8 |
-0.01 |
0.00 |
|
9 |
10.374 |
10.36 |
10.35 |
0.01 |
0.02 |
10 |
2.109 |
2.02 |
2.11 |
0.09 |
0.00 |
4.281 |
4.16 |
4.28 |
0.12 |
0.00 |
|
11 |
14.675 |
14.66 |
14.68 |
0.02 |
0.00 |
8.6 |
8.54 |
8.53 |
0.06 |
0.07 |
|
12 |
13.394 |
13.35 |
13.37 |
0.04 |
0.02 |
13 |
12.94 |
12.89 |
12.91 |
0.05 |
0.03 |
14 |
7.19 |
7.18 |
7.2 |
0.01 |
-0.01 |
15 |
13.371 |
13.35 |
13.35 |
0.02 |
0.02 |
6.435 |
6.41 |
6.4 |
0.02 |
0.03 |
|
16 |
3.742 |
3.72 |
3.71 |
0.02 |
0.03 |
17 |
6.022 |
5.98 |
5.98 |
0.04 |
0.04 |
18 |
3.937 |
3.89 |
3.89 |
0.05 |
0.05 |
19 |
8.12 |
8.12 |
8.1 |
0.00 |
0.02 |
14.411 |
14.40 |
14.39 |
0.01 |
0.02 |
|
20 |
6.077 |
6.03 |
6.03 |
0.05 |
0.05 |
21 |
13.696 |
13.66 |
13.64 |
0.04 |
0.06 |
RMSE: DS1=0.0308m,DS2=0.0249m |
Izvo zvakasiyana zvekuyedza 1 ndezvi:
1:Pane/Pasina PPK data.
2:Pane/Pasina GCPs.
3:GSD yakasiyana: 1.5 cm kana 2cm
Mushure mekuongororwa kwemaseti mana e data rekuyedza, tinogona kutora mhedziso dzinotevera:
Kana iyo oblique kamera iri DG4Pros:
(1) Ne/Pasina nzvimbo yekudzora pasi (GCP) uye data yePPK inobatanidzwa mu AT triangulation, ingave iri VTOL kana multi-rotor drone, ingave GSD iri 2cm kana 1.5cm, 3D model yakavakwa ne oblique kamera DG4Pros inogona kusangana nezvinodiwa zvehama yekukanganisa kukanganisa Ds≤10cm(Chaizvoizvo ≤5cm).
(2) Kana iyo GSD iri iyo imwe chete shanduko, iko kuenderana kweiyo 3D modhi ine GSD=1.5cm iri nani pane iyo GSD=2cm.
Oblique kamera |
GCPs |
PPK |
GSD |
DG4pros |
AIHWA |
AIHWA |
1.5cm |
Nhamba Yezvinhu |
kuyerwa kureba (L0) |
3D modhi kureba (L1) CW10 |
3D modhi kureba (L2) M600Pro |
DS1 (L0-L1) |
DS2 (L0-L2) |
1 |
7.21 |
7.20 |
7.19 |
0.010 |
0.02 |
8.706 |
8.65 |
8.70 |
0.056 |
0.01 |
|
10.961 |
10.90 |
10.91 |
0.061 |
0.05 |
|
2 |
7.01 |
6.86 |
6.98 |
0.150 |
0.03 |
3 |
1.822 |
1.76 |
1.79 |
0.062 |
0.03 |
4 |
10.41 |
10.37 |
10.39 |
0.040 |
0.02 |
5 |
10.718 |
10.68 |
10.69 |
0.038 |
0.03 |
6 |
13.787 |
13.71 |
13.76 |
0.077 |
0.03 |
7 |
11.404 |
11.38 |
11.38 |
0.024 |
0.02 |
12.147 |
12.12 |
12.12 |
0.027 |
0.03 |
|
8 |
7.526 |
7.49 |
7.50 |
0.036 |
0.03 |
13.797 |
13.77 |
13.77 |
0.027 |
0.03 |
|
9 |
10.374 |
10.35 |
10.33 |
0.024 |
0.04 |
10 |
2.109 |
2.09 |
2.02 |
0.019 |
0.09 |
4.281 |
4.19 |
4.20 |
0.091 |
0.08 |
|
11 |
14.675 |
14.64 |
14.65 |
0.035 |
0.03 |
8.6 |
8.57 |
8.57 |
0.030 |
0.03 |
|
12 |
13.394 |
13.38 |
13.35 |
0.014 |
0.04 |
13 |
12.94 |
12.91 |
12.92 |
0.030 |
0.02 |
14 |
7.19 |
7.20 |
7.17 |
-0.010 |
0.02 |
15 |
13.371 |
13.38 |
13.35 |
-0.009 |
0.02 |
6.435 |
6.43 |
6.41 |
0.005 |
0.02 |
|
16 |
3.742 |
3.70 |
3.70 |
0.042 |
0.04 |
17 |
6.022 |
5.99 |
5.99 |
0.032 |
0.03 |
18 |
3.937 |
3.94 |
3.89 |
-0.003 |
0.05 |
19 |
8.12 |
8.12 |
8.08 |
0.000 |
0.04 |
14.411 |
14.37 |
14.36 |
0.041 |
0.05 |
|
20 |
6.077 |
6.04 |
6.06 |
0.037 |
0.02 |
21 |
13.696 |
13.65 |
13.65 |
0.046 |
0.05 |
RMSE: DS1=0.0356m,DS2=0.342m |
Oblique kamera |
GCPs |
PPK |
GSD |
DG4pros |
EHE |
AIHWA |
1.5cm |
Nhamba Yezvinhu |
kuyerwa kureba (L0) |
3D modhi kureba (L1) CW10 |
3D modhi kureba (L2) M600Pro |
DS1 (L0-L1) |
DS2 (L0-L2) |
1 |
7.21 |
7.21 |
7.21 |
0 |
0.00 |
8.706 |
8.68 |
8.70 |
0.026 |
0.01 |
|
10.961 |
10.87 |
10.91 |
0.091 |
0.05 |
|
2 |
7.01 |
6.88 |
6.98 |
0.13 |
0.03 |
3 |
1.822 |
1.76 |
1.80 |
0.062 |
0.02 |
4 |
10.41 |
10.38 |
10.39 |
0.03 |
0.02 |
5 |
10.718 |
10.72 |
10.70 |
-0.002 |
0.02 |
6 |
13.787 |
13.79 |
13.75 |
-0.003 |
0.04 |
7 |
11.404 |
11.38 |
11.38 |
0.024 |
0.02 |
12.147 |
12.13 |
12.13 |
0.017 |
0.02 |
|
8 |
7.526 |
7.53 |
7.49 |
-0.004 |
0.04 |
13.797 |
13.78 |
13.79 |
0.017 |
0.01 |
|
9 |
10.374 |
10.37 |
10.35 |
0.004 |
0.02 |
10 |
2.109 |
2.11 |
2.07 |
-0.001 |
0.04 |
4.281 |
4.28 |
4.21 |
0.001 |
0.07 |
|
11 |
14.675 |
14.67 |
14.66 |
0.005 |
0.02 |
8.6 |
8.58 |
8.57 |
0.02 |
0.03 |
|
12 |
13.394 |
13.39 |
13.35 |
0.004 |
0.04 |
13 |
12.94 |
12.9 |
12.93 |
0.04 |
0.01 |
14 |
7.19 |
7.19 |
7.18 |
0 |
0.01 |
15 |
13.371 |
13.37 |
13.36 |
0.001 |
0.01 |
6.435 |
6.42 |
6.42 |
0.015 |
0.01 |
|
16 |
3.742 |
3.7 |
3.71 |
0.042 |
0.03 |
17 |
6.022 |
5.98 |
6.00 |
0.042 |
0.02 |
18 |
3.937 |
3.91 |
3.91 |
0.027 |
0.03 |
19 |
8.12 |
8.07 |
8.10 |
0.05 |
0.02 |
14.411 |
14.38 |
14.35 |
0.031 |
0.06 |
|
20 |
6.077 |
6.04 |
6.06 |
0.037 |
0.02 |
21 |
13.696 |
13.65 |
13.67 |
0.046 |
0.03 |
RMSE: DS1=0.0259m,DS2=0.256m |
Iwo akasiyana ekuedza 2 ndeaya:
1:Pane/Pasina GCPs.
2: Yakasiyana Inotakura drone: VTOL drone kana yakawanda-rotor drone
Mushure mekuongorora kwemaseti maviri e data yekuedza, tinogona kutora mhedziso dzinotevera:
Kana iyo oblique kamera iri DG4Pros:
(1) Ne/Pasina nzvimbo yekudzora pasi (GCP) ingave iri VTOL kana kuti multi-rotor drone, 3D model yakavakwa ne oblique kamera DG4Pros inogona kusangana nezvinodiwa zvekukanganisa kwehama Ds≤10cm (Chaizvoizvo ≤5cm).
(2) Kana iyo inotakura drone mhando ndiyo imwe chete inoshanduka, iko kuenzanirana kweiyo 3D modhi ine multi-rotor iri nani pane iyo ine VTOL, asi mutsauko hauna kunyanya kukura.
Zvakapfuura:Hurefu hwefocal hunokanganisa sei 3D modelling results
Zvinotevera:Synchronization exposure
Dzoka